DataFrame
NO COMPARISON TARGET
11295
ROWS
2
DUPLICATES
13.6 MB
RAM
73
FEATURES
10
CATEGORICAL
56
NUMERICAL
7
TEXT
2.1.4
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
Target
VALUES:
11,295
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
1
SOC29
VALUES:
11,238
(>99%)
MISSING:
57
(<1%)
DISTINCT:
2,206
(20%)
ZEROES:
110
(<1%)
MAX
22,337
95%
2,117
Q3
832
AVG
665
MEDIAN
408
Q1
172
5%
67
MIN
0
RANGE
22,337
IQR
660
STD
900
VAR
810k
KURT.
183
SKEW
9.07
SUM
7.5M
2
SOC7
VALUES:
11,238
(>99%)
MISSING:
57
(<1%)
DISTINCT:
2,936
(26%)
ZEROES:
263
(2%)
MAX
8,977
95%
2,999
Q3
1,427
AVG
1,042
MEDIAN
790
Q1
304
5%
72
MIN
0
RANGE
8,977
IQR
1,123
STD
992
VAR
983k
KURT.
4.60
SKEW
1.79
SUM
11.7M
3
L7
VALUES:
8,390
(74%)
MISSING:
2,905
(26%)
DISTINCT:
4,800
(42%)
ZEROES:
1,026
(9%)
MAX
27.1M
95%
4.0M
Q3
1.7M
AVG
1.5M
MEDIAN
1.2M
Q1
0.9M
5%
0.0M
MIN
0.0M
RANGE
27.1M
IQR
759k
STD
1.5M
VAR
2.3T
KURT.
40.1
SKEW
4.70
SUM
12.5B
4
SOC19
VALUES:
11,238
(>99%)
MISSING:
57
(<1%)
DISTINCT:
37
(<1%)
ZEROES:
920
(8%)
MAX
42.0
95%
14.0
Q3
8.0
AVG
5.5
MEDIAN
5.0
Q1
2.0
5%
0.0
MIN
0.0
RANGE
42.0
IQR
6.00
STD
4.56
VAR
20.8
KURT.
3.41
SKEW
1.42
SUM
61,911
5
L36
VALUES:
8,314
(74%)
MISSING:
2,981
(26%)
DISTINCT:
81
(<1%)
ZEROES:
---
MAX
100.0
95%
83.0
Q3
58.0
AVG
46.4
MEDIAN
44.0
Q1
30.0
5%
24.0
MIN
19.0
RANGE
81.0
IQR
28.0
STD
18.6
VAR
347
KURT.
-0.268
SKEW
0.676
SUM
385k
6
SOC13
VALUES:
11,238
(>99%)
MISSING:
57
(<1%)
DISTINCT:
4,669
(41%)
ZEROES:
199
(2%)
MAX
22,352
95%
7,342
Q3
3,663
AVG
3,397
MEDIAN
2,581
Q1
1,420
5%
363
MIN
0
RANGE
22,352
IQR
2,243
STD
4,187
VAR
17.5M
KURT.
13.9
SKEW
3.67
SUM
38.2M
7
L13
VALUES:
8,390
(74%)
MISSING:
2,905
(26%)
DISTINCT:
4,128
(37%)
ZEROES:
2,333
(21%)
MAX
37.8M
95%
3.6M
Q3
1.5M
AVG
1.2M
MEDIAN
1.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
37.8M
IQR
1.5M
STD
1.6M
VAR
2.5T
KURT.
93.5
SKEW
6.49
SUM
10.2B
8
L32
VALUES:
90
(<1%)
MISSING:
11,205
(>99%)
DISTINCT:
1
(<1%)
9
Medio_Mercadeo
VALUES:
11,295
(100%)
MISSING:
---
DISTINCT:
12
(<1%)
10
SOC20
VALUES:
11,238
(>99%)
MISSING:
57
(<1%)
DISTINCT:
5,223
(46%)
ZEROES:
920
(8%)
MAX
22,029
95%
6,993
Q3
4,971
AVG
3,346
MEDIAN
3,317
Q1
1,750
5%
0
MIN
0
RANGE
22,029
IQR
3,221
STD
2,142
VAR
4.6M
KURT.
0.341
SKEW
0.412
SUM
37.6M
11
SOC12
VALUES:
11,238
(>99%)
MISSING:
57
(<1%)
DISTINCT:
4,128
(37%)
ZEROES:
1,969
(17%)
MAX
22,352
95%
5,482
Q3
2,777
AVG
2,166
MEDIAN
1,374
Q1
319
5%
0
MIN
0
RANGE
22,352
IQR
2,458
STD
3,429
VAR
11.8M
KURT.
23.3
SKEW
4.48
SUM
24.3M
12
L21
VALUES:
8,314
(74%)
MISSING:
2,981
(26%)
DISTINCT:
7,037
(62%)
ZEROES:
---
MAX
31.8M
95%
4.0M
Q3
1.7M
AVG
1.7M
MEDIAN
1.2M
Q1
1.0M
5%
0.9M
MIN
0.0M
RANGE
31.8M
IQR
729k
STD
1.4M
VAR
2.1T
KURT.
69.8
SKEW
6.15
SUM
13.8B
13
SOC28
VALUES:
11,238
(>99%)
MISSING:
57
(<1%)
DISTINCT:
5,531
(49%)
ZEROES:
110
(<1%)
MAX
22,352
95%
9,134
Q3
5,282
AVG
4,517
MEDIAN
3,628
Q1
2,264
5%
753
MIN
0
RANGE
22,352
IQR
3,018
STD
4,208
VAR
17.7M
KURT.
10.4
SKEW
3.05
SUM
50.8M
14
SOC10
VALUES:
11,238
(>99%)
MISSING:
57
(<1%)
DISTINCT:
23
(<1%)
ZEROES:
199
(2%)
MAX
24.0
95%
11.0
Q3
7.0
AVG
5.4
MEDIAN
5.0
Q1
3.0
5%
1.0
MIN
0.0
RANGE
24.0
IQR
4.00
STD
3.16
VAR
9.99
KURT.
0.985
SKEW
0.843
SUM
61,046
15
Campaña_Mercadeo
VALUES:
11,295
(100%)
MISSING:
---
DISTINCT:
14
(<1%)
16
L35
VALUES:
11,284
(>99%)
MISSING:
11
(<1%)
DISTINCT:
12
(<1%)
ZEROES:
2,970
(26%)
MAX
13.0
95%
3.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
13.0
IQR
1.00
STD
1.02
VAR
1.04
KURT.
7.16
SKEW
1.77
SUM
12,533
17
SOC24
VALUES:
11,238
(>99%)
MISSING:
57
(<1%)
DISTINCT:
19
(<1%)
ZEROES:
249
(2%)
MAX
18.0
95%
8.0
Q3
5.0
AVG
4.0
MEDIAN
4.0
Q1
2.0
5%
1.0
MIN
0.0
RANGE
18.0
IQR
3.00
STD
2.38
VAR
5.65
KURT.
1.16
SKEW
0.915
SUM
45,374
18
SOC18
VALUES:
11,238
(>99%)
MISSING:
57
(<1%)
DISTINCT:
99
(<1%)
ZEROES:
920
(8%)
MAX
99.0
95%
41.0
Q3
17.0
AVG
13.0
MEDIAN
9.0
Q1
4.0
5%
0.0
MIN
0.0
RANGE
99.0
IQR
13.0
STD
14.7
VAR
216
KURT.
9.24
SKEW
2.60
SUM
146k
19
L1
VALUES:
8,390
(74%)
MISSING:
2,905
(26%)
DISTINCT:
11
(<1%)
ZEROES:
---
MAX
13.0
95%
3.0
Q3
2.0
AVG
1.5
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
1.0
RANGE
12.0
IQR
1.00
STD
0.901
VAR
0.811
KURT.
12.7
SKEW
2.75
SUM
12,650
20
L39
VALUES:
0
(0%)
MISSING:
11,295
(100%)
DISTINCT:
0
(0%)
21
L26
VALUES:
8,314
(74%)
MISSING:
2,981
(26%)
DISTINCT:
6,918
(61%)
ZEROES:
856
(8%)
MAX
66.6M
95%
1.2M
Q3
0.4M
AVG
0.3M
MEDIAN
0.2M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
66.6M
IQR
319k
STD
1.0M
VAR
1.0T
KURT.
2,170
SKEW
36.2
SUM
2.9B
22
L38
VALUES:
5,547
(49%)
MISSING:
5,748
(51%)
DISTINCT:
5,009
(44%)
ZEROES:
---
MAX
21.7M
95%
3.4M
Q3
1.5M
AVG
1.4M
MEDIAN
1.1M
Q1
0.9M
5%
0.8M
MIN
0.1M
RANGE
21.6M
IQR
608k
STD
993k
VAR
986.0B
KURT.
54.8
SKEW
5.02
SUM
7.9B
23
L5
VALUES:
8,390
(74%)
MISSING:
2,905
(26%)
DISTINCT:
4,912
(43%)
ZEROES:
801
(7%)
MAX
22.7M
95%
3.8M
Q3
1.7M
AVG
1.5M
MEDIAN
1.2M
Q1
0.9M
5%
0.0M
MIN
0.0M
RANGE
22.7M
IQR
799k
STD
1.4M
VAR
1.9T
KURT.
34.1
SKEW
4.26
SUM
12.6B
24
SOC8
VALUES:
11,238
(>99%)
MISSING:
57
(<1%)
DISTINCT:
12
(<1%)
ZEROES:
199
(2%)
MAX
11.0
95%
4.0
Q3
3.0
AVG
2.2
MEDIAN
2.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
11.0
IQR
2.00
STD
1.23
VAR
1.50
KURT.
1.92
SKEW
1.11
SUM
24,473
25
L8
VALUES:
8,390
(74%)
MISSING:
2,905
(26%)
DISTINCT:
4,714
(42%)
ZEROES:
1,079
(10%)
MAX
71.0M
95%
4.1M
Q3
1.7M
AVG
1.5M
MEDIAN
1.1M
Q1
0.9M
5%
0.0M
MIN
0.0M
RANGE
71.0M
IQR
752k
STD
1.9M
VAR
3.5T
KURT.
268
SKEW
10.4
SUM
12.8B
26
SOC16
VALUES:
11,238
(>99%)
MISSING:
57
(<1%)
DISTINCT:
13
(<1%)
ZEROES:
1,372
(12%)
MAX
12.0
95%
6.0
Q3
3.0
AVG
2.4
MEDIAN
2.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
12.0
IQR
2.00
STD
1.84
VAR
3.39
KURT.
1.26
SKEW
0.989
SUM
27,493
27
SOC2
VALUES:
11,238
(>99%)
MISSING:
57
(<1%)
DISTINCT:
91
(<1%)
ZEROES:
199
(2%)
MAX
99.0
95%
34.0
Q3
15.0
AVG
11.6
MEDIAN
8.0
Q1
5.0
5%
1.0
MIN
0.0
RANGE
99.0
IQR
10.0
STD
11.4
VAR
131
KURT.
10.9
SKEW
2.73
SUM
131k
28
L24
VALUES:
8,314
(74%)
MISSING:
2,981
(26%)
DISTINCT:
4,267
(38%)
ZEROES:
---
MAX
12.9M
95%
3.0M
Q3
1.3M
AVG
1.2M
MEDIAN
0.9M
Q1
0.9M
5%
0.2M
MIN
0.0M
RANGE
12.9M
IQR
391k
STD
941k
VAR
885.1B
KURT.
28.6
SKEW
4.02
SUM
10.2B
29
capital
VALUES:
11,295
(100%)
MISSING:
---
DISTINCT:
41
(<1%)
ZEROES:
---
MAX
850k
95%
500k
Q3
300k
AVG
293k
MEDIAN
250k
Q1
250k
5%
200k
MIN
150k
RANGE
700k
IQR
50,000
STD
97,357
VAR
9.5B
KURT.
2.74
SKEW
1.85
SUM
3.3B
30
L2
VALUES:
8,390
(74%)
MISSING:
2,905
(26%)
DISTINCT:
4,770
(42%)
ZEROES:
1,032
(9%)
MAX
242.4M
95%
3.5M
Q3
1.7M
AVG
1.5M
MEDIAN
1.2M
Q1
0.9M
5%
0.0M
MIN
0.0M
RANGE
242.4M
IQR
765k
STD
2.9M
VAR
8.6T
KURT.
5,482
SKEW
66.9
SUM
12.3B
31
SOC6
VALUES:
11,238
(>99%)
MISSING:
57
(<1%)
DISTINCT:
4,421
(39%)
ZEROES:
263
(2%)
MAX
11,789
95%
4,991
Q3
3,411
MEDIAN
2,526
AVG
2,493
Q1
1,375
5%
260
MIN
0
RANGE
11,789
IQR
2,036
STD
1,451
VAR
2.1M
KURT.
0.525
SKEW
0.517
SUM
28.0M
32
L12
VALUES:
8,390
(74%)
MISSING:
2,905
(26%)
DISTINCT:
4,414
(39%)
ZEROES:
1,722
(15%)
MAX
27.5M
95%
3.8M
Q3
1.6M
AVG
1.4M
MEDIAN
1.1M
Q1
0.9M
5%
0.0M
MIN
0.0M
RANGE
27.5M
IQR
658k
STD
1.6M
VAR
2.7T
KURT.
42.0
SKEW
4.89
SUM
11.4B
33
L22
VALUES:
8,314
(74%)
MISSING:
2,981
(26%)
DISTINCT:
5,220
(46%)
ZEROES:
---
MAX
27.3M
95%
3.9M
Q3
1.7M
AVG
1.6M
MEDIAN
1.2M
Q1
0.9M
5%
0.9M
MIN
0.0M
RANGE
27.3M
IQR
773k
STD
1.4M
VAR
2.0T
KURT.
50.0
SKEW
5.49
SUM
13.6B
34
L28
VALUES:
8,314
(74%)
MISSING:
2,981
(26%)
DISTINCT:
13
(<1%)
ZEROES:
1,015
(9%)
MAX
12.0
95%
12.0
Q3
12.0
MEDIAN
12.0
AVG
8.8
Q1
5.0
5%
0.0
MIN
0.0
RANGE
12.0
IQR
7.00
STD
4.52
VAR
20.5
KURT.
-0.599
SKEW
-1.04
SUM
73,458
35
SOC22
VALUES:
11,238
(>99%)
MISSING:
57
(<1%)
DISTINCT:
2,324
(21%)
ZEROES:
920
(8%)
MAX
8,848
95%
2,323
Q3
888
AVG
648
MEDIAN
335
Q1
122
5%
0
MIN
0
RANGE
8,848
IQR
766
STD
827
VAR
683k
KURT.
10.0
SKEW
2.61
SUM
7.3M
36
L11
VALUES:
8,390
(74%)
MISSING:
2,905
(26%)
DISTINCT:
4,466
(40%)
ZEROES:
1,513
(13%)
MAX
34.5M
95%
3.9M
Q3
1.6M
AVG
1.4M
MEDIAN
1.1M
Q1
0.9M
5%
0.0M
MIN
0.0M
RANGE
34.5M
IQR
666k
STD
1.6M
VAR
2.6T
KURT.
74.6
SKEW
6.07
SUM
11.7B
37
SOC17
VALUES:
11,238
(>99%)
MISSING:
57
(<1%)
DISTINCT:
13
(<1%)
ZEROES:
2,973
(26%)
MAX
14.0
95%
4.0
Q3
2.0
AVG
1.6
MEDIAN
1.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
14.0
IQR
2.00
STD
1.51
VAR
2.27
KURT.
1.86
SKEW
1.14
SUM
18,186
38
cuenta_nequi_declarada
VALUES:
11,295
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
39
Canal_Adquisicion
VALUES:
11,295
(100%)
MISSING:
---
DISTINCT:
12
(<1%)
40
SOC23
VALUES:
11,238
(>99%)
MISSING:
57
(<1%)
DISTINCT:
25
(<1%)
ZEROES:
110
(<1%)
MAX
25.0
95%
13.0
Q3
9.0
AVG
6.5
MEDIAN
6.0
Q1
4.0
5%
2.0
MIN
0.0
RANGE
25.0
IQR
5.00
STD
3.54
VAR
12.5
KURT.
0.630
SKEW
0.748
SUM
73,233
41
L15
VALUES:
6,939
(61%)
MISSING:
4,356
(39%)
DISTINCT:
1,060
(9%)
306
4%
-
-
ANDRES
177
3%
-
-
DAVID
159
2%
-
-
ALBERTO
140
2%
-
-
ALEXANDER
136
2%
-
-
ENRIQUE
136
2%
-
-
MARIA
128
2%
-
-
ANDREA
5,757
83%
-
-
(Other)
42
SOC30
VALUES:
11,238
(>99%)
MISSING:
57
(<1%)
DISTINCT:
1,258
(11%)
ZEROES:
110
(<1%)
MAX
7,583
95%
904
Q3
362
AVG
290
MEDIAN
155
Q1
83
5%
48
MIN
0
RANGE
7,583
IQR
279
STD
374
VAR
140k
KURT.
42.5
SKEW
4.73
SUM
3.3M
43
L31
VALUES:
5,756
(51%)
MISSING:
5,539
(49%)
DISTINCT:
127
(1%)
890
15%
-
-
EPS SURA
589
10%
-
-
SANITAS
563
10%
-
-
SALUD TOTAL
525
9%
-
-
FAMISANAR
410
7%
-
-
NUEVA E.P.S.
308
5%
-
-
COMPENSAR
260
5%
-
-
COOMEVA
2,211
38%
-
-
(Other)
44
L18
VALUES:
11,284
(>99%)
MISSING:
11
(<1%)
DISTINCT:
5,137
(45%)
ZEROES:
2,970
(26%)
MAX
10.7B
95%
0.9B
Q3
0.9B
MEDIAN
0.8B
AVG
0.6B
Q1
0.0B
5%
0.0B
MIN
0.0B
RANGE
10.7B
IQR
900.3M
STD
415.6M
VAR
172683.9T
KURT.
29.4
SKEW
0.540
SUM
6.9T
45
SOC26
VALUES:
11,238
(>99%)
MISSING:
57
(<1%)
DISTINCT:
100
(<1%)
ZEROES:
110
(<1%)
MAX
99.0
95%
88.0
Q3
45.0
AVG
33.0
MEDIAN
27.0
Q1
15.0
5%
5.0
MIN
0.0
RANGE
99.0
IQR
30.0
STD
23.8
VAR
566
KURT.
0.684
SKEW
1.10
SUM
370k
46
L37
VALUES:
5,547
(49%)
MISSING:
5,748
(51%)
DISTINCT:
4,981
(44%)
ZEROES:
---
MAX
32.6M
95%
5.0M
Q3
2.3M
AVG
2.1M
MEDIAN
1.7M
Q1
1.4M
5%
1.1M
MIN
0.2M
RANGE
32.4M
IQR
911k
STD
1.5M
VAR
2.2T
KURT.
54.8
SKEW
5.02
SUM
11.8B
47
SOC25
VALUES:
11,238
(>99%)
MISSING:
57
(<1%)
DISTINCT:
11
(<1%)
ZEROES:
2,376
(21%)
MAX
10.0
95%
5.0
Q3
3.0
MEDIAN
2.0
AVG
1.8
Q1
1.0
5%
0.0
MIN
0.0
RANGE
10.0
IQR
2.00
STD
1.50
VAR
2.26
KURT.
0.766
SKEW
0.886
SUM
20,236
48
SOC5
VALUES:
11,238
(>99%)
MISSING:
57
(<1%)
DISTINCT:
3,339
(30%)
ZEROES:
2,159
(19%)
MAX
10,091
95%
3,609
Q3
1,790
AVG
1,190
MEDIAN
857
Q1
159
5%
0
MIN
0
RANGE
10,091
IQR
1,631
STD
1,267
VAR
1.6M
KURT.
3.43
SKEW
1.58
SUM
13.4M
49
L14
VALUES:
8,314
(74%)
MISSING:
2,981
(26%)
DISTINCT:
1,841
(16%)
261
3%
-
-
JUAN
233
3%
-
-
JOSE
222
3%
-
-
LUIS
190
2%
-
-
CARLOS
152
2%
-
-
MARIA
148
2%
-
-
DIANA
106
1%
-
-
ANDRES
7,002
84%
-
-
(Other)
50
L10
VALUES:
8,390
(74%)
MISSING:
2,905
(26%)
DISTINCT:
4,629
(41%)
ZEROES:
1,340
(12%)
MAX
52.3M
95%
3.9M
Q3
1.6M
AVG
1.4M
MEDIAN
1.1M
Q1
0.9M
5%
0.0M
MIN
0.0M
RANGE
52.3M
IQR
709k
STD
1.7M
VAR
2.9T
KURT.
182
SKEW
8.76
SUM
12.1B
51
L25
VALUES:
8,314
(74%)
MISSING:
2,981
(26%)
DISTINCT:
5,992
(53%)
ZEROES:
---
MAX
242.4M
95%
6.2M
Q3
2.4M
AVG
2.3M
MEDIAN
1.6M
Q1
1.1M
5%
0.9M
MIN
0.0M
RANGE
242.4M
IQR
1.3M
STD
3.8M
VAR
14.4T
KURT.
1,970
SKEW
33.6
SUM
19.4B
52
L4
VALUES:
8,390
(74%)
MISSING:
2,905
(26%)
DISTINCT:
4,943
(44%)
ZEROES:
700
(6%)
MAX
51.9M
95%
3.8M
Q3
1.7M
AVG
1.5M
MEDIAN
1.2M
Q1
0.9M
5%
0.0M
MIN
0.0M
RANGE
51.9M
IQR
795k
STD
1.5M
VAR
2.3T
KURT.
186
SKEW
8.73
SUM
12.8B
53
SOC1
VALUES:
11,238
(>99%)
MISSING:
57
(<1%)
DISTINCT:
16
(<1%)
ZEROES:
263
(2%)
MAX
19.0
95%
6.0
Q3
4.0
AVG
2.7
MEDIAN
2.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
19.0
IQR
3.00
STD
1.65
VAR
2.72
KURT.
2.84
SKEW
1.20
SUM
30,325
54
L3
VALUES:
8,390
(74%)
MISSING:
2,905
(26%)
DISTINCT:
4,863
(43%)
ZEROES:
768
(7%)
MAX
51.9M
95%
3.6M
Q3
1.7M
AVG
1.5M
MEDIAN
1.2M
Q1
0.9M
5%
0.0M
MIN
0.0M
RANGE
51.9M
IQR
791k
STD
1.5M
VAR
2.2T
KURT.
225
SKEW
9.66
SUM
12.6B
55
SOC9
VALUES:
11,238
(>99%)
MISSING:
57
(<1%)
DISTINCT:
91
(<1%)
ZEROES:
199
(2%)
MAX
99.0
95%
34.0
Q3
15.0
AVG
11.6
MEDIAN
8.0
Q1
5.0
5%
1.0
MIN
0.0
RANGE
99.0
IQR
10.0
STD
11.4
VAR
131
KURT.
10.9
SKEW
2.73
SUM
131k
56
L20
VALUES:
8,314
(74%)
MISSING:
2,981
(26%)
DISTINCT:
2
(<1%)
57
L6
VALUES:
8,390
(74%)
MISSING:
2,905
(26%)
DISTINCT:
4,840
(43%)
ZEROES:
891
(8%)
MAX
28.3M
95%
3.8M
Q3
1.7M
AVG
1.5M
MEDIAN
1.2M
Q1
0.9M
5%
0.0M
MIN
0.0M
RANGE
28.3M
IQR
762k
STD
1.4M
VAR
2.0T
KURT.
39.5
SKEW
4.49
SUM
12.5B
58
Nombre_Banco
VALUES:
11,295
(100%)
MISSING:
---
DISTINCT:
14
(<1%)
59
SOC14
VALUES:
11,238
(>99%)
MISSING:
57
(<1%)
DISTINCT:
3,495
(31%)
ZEROES:
199
(2%)
MAX
22,344
95%
4,045
Q3
1,906
AVG
1,465
MEDIAN
926
Q1
377
5%
83
MIN
0
RANGE
22,344
IQR
1,528
STD
2,191
VAR
4.8M
KURT.
57.9
SKEW
6.59
SUM
16.5M
60
L34
VALUES:
11,284
(>99%)
MISSING:
11
(<1%)
DISTINCT:
6
(<1%)
61
L17
VALUES:
8,110
(72%)
MISSING:
3,185
(28%)
DISTINCT:
1,654
(15%)
157
2%
-
-
RODRIGUEZ
141
2%
-
-
MARTINEZ
121
1%
-
-
GARCIA
119
1%
-
-
GONZALEZ
110
1%
-
-
SANCHEZ
107
1%
-
-
GOMEZ
103
1%
-
-
HERNANDEZ
7,252
89%
-
-
(Other)
62
L19
VALUES:
8,314
(74%)
MISSING:
2,981
(26%)
DISTINCT:
5,638
(50%)
33
<1%
-
-
CAJA COLOMBIANA DE SUBSIDIO FAMILIAR COLSUBSI
31
<1%
-
-
ADECCO COLOMBIA S.A
30
<1%
-
-
MANPOWER DE COLOMBIA LTDA
28
<1%
-
-
JERONIMO MARTINS COLOMBIA SAS
27
<1%
-
-
TELEPERFORMANCE COLOMBIA S.A.S
24
<1%
-
-
TELEPERFORMANCE COLOMBIA S A S
23
<1%
-
-
ORGANIZACION SERVICIOS Y ASESORIAS SAS
8,118
98%
-
-
(Other)
63
L9
VALUES:
8,390
(74%)
MISSING:
2,905
(26%)
DISTINCT:
4,676
(41%)
ZEROES:
1,186
(11%)
MAX
71.0M
95%
3.9M
Q3
1.7M
AVG
1.5M
MEDIAN
1.1M
Q1
0.9M
5%
0.0M
MIN
0.0M
RANGE
71.0M
IQR
750k
STD
2.1M
VAR
4.2T
KURT.
275
SKEW
12.0
SUM
12.7B
64
SOC27
VALUES:
11,238
(>99%)
MISSING:
57
(<1%)
DISTINCT:
43
(<1%)
ZEROES:
110
(<1%)
MAX
42.0
95%
22.0
Q3
14.0
AVG
10.6
MEDIAN
10.0
Q1
6.0
5%
2.0
MIN
0.0
RANGE
42.0
IQR
8.00
STD
6.06
VAR
36.7
KURT.
0.705
SKEW
0.786
SUM
119k
65
L16
VALUES:
8,314
(74%)
MISSING:
2,981
(26%)
DISTINCT:
1,708
(15%)
187
2%
-
-
RODRIGUEZ
136
2%
-
-
GARCIA
125
2%
-
-
MARTINEZ
114
1%
-
-
GONZALEZ
104
1%
-
-
GOMEZ
102
1%
-
-
SANCHEZ
100
1%
-
-
HERNANDEZ
7,446
90%
-
-
(Other)
66
SOC3
VALUES:
11,238
(>99%)
MISSING:
57
(<1%)
DISTINCT:
23
(<1%)
ZEROES:
199
(2%)
MAX
24.0
95%
11.0
Q3
7.0
AVG
5.4
MEDIAN
5.0
Q1
3.0
5%
1.0
MIN
0.0
RANGE
24.0
IQR
4.00
STD
3.16
VAR
9.99
KURT.
0.985
SKEW
0.843
SUM
61,046
67
L30
VALUES:
7,759
(69%)
MISSING:
3,536
(31%)
DISTINCT:
253
(2%)
ZEROES:
---
MAX
916
95%
911
Q3
892
MEDIAN
805
AVG
597
Q1
-2
5%
-2
MIN
-2
RANGE
918
IQR
894
STD
385
VAR
148k
KURT.
-1.15
SKEW
-0.855
SUM
4.6M
68
SOC15
VALUES:
11,238
(>99%)
MISSING:
57
(<1%)
DISTINCT:
21
(<1%)
ZEROES:
920
(8%)
MAX
21.0
95%
9.0
Q3
6.0
AVG
4.1
MEDIAN
4.0
Q1
2.0
5%
0.0
MIN
0.0
RANGE
21.0
IQR
4.00
STD
2.91
VAR
8.47
KURT.
0.987
SKEW
0.896
SUM
45,679
69
L27
VALUES:
8,314
(74%)
MISSING:
2,981
(26%)
DISTINCT:
6,332
(56%)
ZEROES:
1,040
(9%)
MAX
21.9M
95%
0.2M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
-0.0M
5%
-0.1M
MIN
-4.2M
RANGE
26.1M
IQR
29,316
STD
289k
VAR
83.6B
KURT.
3,963
SKEW
52.0
SUM
177.8M
70
Edad
VALUES:
11,234
(>99%)
MISSING:
61
(<1%)
DISTINCT:
58
(<1%)
ZEROES:
---
MAX
78.0
95%
53.0
Q3
41.0
AVG
35.1
MEDIAN
34.0
Q1
28.0
5%
22.0
MIN
18.0
RANGE
60.0
IQR
13.0
STD
9.68
VAR
93.7
KURT.
0.309
SKEW
0.739
SUM
394k
71
L23
VALUES:
8,314
(74%)
MISSING:
2,981
(26%)
DISTINCT:
3
(<1%)
72
SOC21
VALUES:
11,238
(>99%)
MISSING:
57
(<1%)
DISTINCT:
3,155
(28%)
ZEROES:
920
(8%)
MAX
11,129
95%
3,343
Q3
1,634
AVG
1,147
MEDIAN
875
Q1
307
5%
0
MIN
0
RANGE
11,129
IQR
1,327
STD
1,092
VAR
1.2M
KURT.
3.66
SKEW
1.59
SUM
12.9M
Target
MISSING:
---
TOP CATEGORIES
Target
0
6,173
55%
1
5,122
45%
ALL
11,295
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Target
PROVIDES INFORMATION ON...
L32
1.00
Nombre_Banco
0.16
cuenta_nequi_declarada
0.03
Medio_Mercadeo
0.01
Canal_Adquisicion
0.01
Campaña_Mercadeo
0.01
L34
0.00
L23
0.00
L20
0.00

THESE FEATURES
GIVE INFORMATION
ON Target:
Nombre_Banco
0.44
Canal_Adquisicion
0.03
Medio_Mercadeo
0.02
cuenta_nequi_declarada
0.02
Campaña_Mercadeo
0.01
L23
0.01
L34
0.01
L20
0.00
L32
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Target
CORRELATION RATIO WITH...
SOC26
0.15
L36
0.14
SOC5
0.14
L24
0.13
L5
0.13
SOC27
0.13
SOC2
0.13
SOC9
0.13
L3
0.12
L6
0.12
L7
0.12
SOC19
0.11
L4
0.11
L38
0.11
Associations
[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Target
MISSING:
---
TOP CATEGORIES
Target
0
6,173
55%
1
5,122
45%
ALL
11,295
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Target
PROVIDES INFORMATION ON...
L32
1.00
Nombre_Banco
0.16
cuenta_nequi_declarada
0.03
Medio_Mercadeo
0.01
Canal_Adquisicion
0.01
Campaña_Mercadeo
0.01
L34
0.00
L23
0.00
L20
0.00

THESE FEATURES
GIVE INFORMATION
ON Target:
Nombre_Banco
0.44
Canal_Adquisicion
0.03
Medio_Mercadeo
0.02
cuenta_nequi_declarada
0.02
Campaña_Mercadeo
0.01
L23
0.01
L34
0.01
L20
0.00
L32
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Target
CORRELATION RATIO WITH...
SOC26
0.15
L36
0.14
SOC5
0.14
L24
0.13
L5
0.13
SOC27
0.13
SOC2
0.13
SOC9
0.13
L3
0.12
L6
0.12
L7
0.12
SOC19
0.11
L4
0.11
L38
0.11
SOC29
MISSING:
57
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SOC30
0.45
SOC24
-0.24
SOC23
-0.23
SOC21
0.22
SOC22
0.18
SOC10
-0.16
SOC3
-0.16
SOC7
0.14
SOC28
0.13
SOC27
-0.13
Edad
0.13
SOC20
0.12
SOC25
-0.11
SOC8
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Nombre_Banco
0.08
L34
0.07
L23
0.06
Medio_Mercadeo
0.04
Canal_Adquisicion
0.04
Target
0.03
Campaña_Mercadeo
0.02
L20
0.02
cuenta_nequi_declarada
0.00
L32
0.00
MOST FREQUENT VALUES
0.0
110
1.0%
65.0
45
0.4%
77.0
44
0.4%
70.0
41
0.4%
67.0
40
0.4%
69.0
39
0.3%
127.0
37
0.3%
138.0
36
0.3%
97.0
36
0.3%
169.0
34
0.3%
66.0
33
0.3%
96.0
33
0.3%
716.0
32
0.3%
112.0
32
0.3%
159.0
32
0.3%
SMALLEST VALUES
0.0
110
1.0%
24.0
1
<0.1%
31.0
1
<0.1%
35.0
2
<0.1%
36.0
6
<0.1%
37.0
2
<0.1%
38.0
5
<0.1%
39.0
1
<0.1%
40.0
7
<0.1%
42.0
2
<0.1%
43.0
5
<0.1%
44.0
12
0.1%
45.0
16
0.1%
46.0
8
<0.1%
47.0
17
0.2%
LARGEST VALUES
22337.0
1
<0.1%
22321.0
1
<0.1%
22310.0
1
<0.1%
22284.0
1
<0.1%
22282.0
1
<0.1%
22264.0
1
<0.1%
10106.0
1
<0.1%
9563.0
1
<0.1%
7676.0
1
<0.1%
7583.0
1
<0.1%
7333.0
1
<0.1%
6261.0
1
<0.1%
6076.0
1
<0.1%
5889.0
1
<0.1%
5803.0
1
<0.1%
SOC7
MISSING:
57
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SOC5
0.51
SOC6
0.37
SOC1
-0.30
SOC20
0.25
Edad
0.22
SOC19
0.20
SOC15
0.18
SOC18
0.17
SOC21
0.17
SOC17
0.16
SOC16
0.16
SOC29
0.14
SOC26
0.14
SOC30
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L34
0.11
Nombre_Banco
0.06
Medio_Mercadeo
0.06
Canal_Adquisicion
0.06
Campaña_Mercadeo
0.05
Target
0.04
cuenta_nequi_declarada
0.04
L23
0.03
L20
0.02
L32
0.00
MOST FREQUENT VALUES
0.0
263
2.3%
77.0
26
0.2%
99.0
24
0.2%
97.0
23
0.2%
117.0
23
0.2%
96.0
23
0.2%
112.0
22
0.2%
126.0
22
0.2%
67.0
22
0.2%
158.0
20
0.2%
249.0
20
0.2%
674.0
19
0.2%
68.0
19
0.2%
138.0
18
0.2%
127.0
18
0.2%
SMALLEST VALUES
0.0
263
2.3%
36.0
1
<0.1%
37.0
2
<0.1%
38.0
3
<0.1%
39.0
1
<0.1%
40.0
3
<0.1%
41.0
2
<0.1%
42.0
4
<0.1%
43.0
3
<0.1%
44.0
12
0.1%
45.0
3
<0.1%
46.0
10
<0.1%
47.0
8
<0.1%
48.0
8
<0.1%
49.0
7
<0.1%
LARGEST VALUES
8977.0
1
<0.1%
8725.0
1
<0.1%
8017.0
1
<0.1%
7355.0
1
<0.1%
7259.0
1
<0.1%
7248.0
1
<0.1%
7103.0
1
<0.1%
6968.0
1
<0.1%
6956.0
1
<0.1%
6796.0
1
<0.1%
6725.0
1
<0.1%
6702.0
1
<0.1%
6588.0
1
<0.1%
6560.0
1
<0.1%
6553.0
1
<0.1%
L7
MISSING:
2,905
(26%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
L6
0.86
L38
0.84
L37
0.84
L22
0.80
L21
0.78
L8
0.74
L5
0.74
L11
0.74
L12
0.73
L9
0.72
L10
0.70
L36
0.68
L13
0.67
L24
0.66

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L23
0.45
Nombre_Banco
0.16
L34
0.15
Target
0.12
cuenta_nequi_declarada
0.08
Canal_Adquisicion
0.07
Medio_Mercadeo
0.05
Campaña_Mercadeo
0.03
L20
0.01
L32
0.00
MOST FREQUENT VALUES
908526.0
1,350
16.1%
0.0
1,026
12.2%
908527.0
84
1.0%
1000000.0
75
0.9%
1200000.0
72
0.9%
1300000.0
49
0.6%
1100000.0
41
0.5%
1500000.0
38
0.5%
1817052.0
37
0.4%
1400000.0
27
0.3%
908528.0
26
0.3%
2000000.0
18
0.2%
909000.0
18
0.2%
1800000.0
17
0.2%
30285.0
16
0.2%
SMALLEST VALUES
0.0
1,026
12.2%
30285.0
16
0.2%
31667.0
1
<0.1%
39675.0
1
<0.1%
42281.0
1
<0.1%
60569.0
5
<0.1%
60574.0
1
<0.1%
66667.0
1
<0.1%
72904.0
1
<0.1%
83754.0
1
<0.1%
86497.0
1
<0.1%
90853.0
6
<0.1%
104333.0
1
<0.1%
110000.0
1
<0.1%
121137.0
4
<0.1%
LARGEST VALUES
27050700.0
1
<0.1%
22713200.0
2
<0.1%
20549800.0
1
<0.1%
18916700.0
1
<0.1%
18413800.0
1
<0.1%
16618100.0
1
<0.1%
15576100.0
1
<0.1%
15398000.0
1
<0.1%
15100200.0
1
<0.1%
14390200.0
1
<0.1%
13318600.0
1
<0.1%
13212700.0
1
<0.1%
13123300.0
1
<0.1%
13047600.0
1
<0.1%
13046200.0
1
<0.1%
SOC19
MISSING:
57
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SOC15
0.90
SOC16
0.78
SOC17
0.78
SOC27
0.77
SOC18
0.74
SOC26
0.69
SOC20
0.62
SOC25
0.61
SOC23
0.61
SOC10
0.59
SOC3
0.59
SOC6
0.51
SOC2
0.45
SOC9
0.45

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L34
0.22
Nombre_Banco
0.19
Target
0.11
cuenta_nequi_declarada
0.10
L23
0.09
Medio_Mercadeo
0.06
Campaña_Mercadeo
0.06
Canal_Adquisicion
0.06
L20
0.02
L32
0.00
MOST FREQUENT VALUES
2.0
1,239
11.0%
3.0
1,196
10.6%
1.0
1,156
10.3%
4.0
1,070
9.5%
5.0
1,030
9.2%
0.0
920
8.2%
6.0
803
7.1%
7.0
758
6.7%
8.0
651
5.8%
9.0
521
4.6%
10.0
441
3.9%
11.0
330
2.9%
12.0
251
2.2%
13.0
200
1.8%
14.0
188
1.7%
SMALLEST VALUES
0.0
920
8.2%
1.0
1,156
10.3%
2.0
1,239
11.0%
3.0
1,196
10.6%
4.0
1,070
9.5%
5.0
1,030
9.2%
6.0
803
7.1%
7.0
758
6.7%
8.0
651
5.8%
9.0
521
4.6%
10.0
441
3.9%
11.0
330
2.9%
12.0
251
2.2%
13.0
200
1.8%
14.0
188
1.7%
LARGEST VALUES
42.0
1
<0.1%
41.0
1
<0.1%
38.0
1
<0.1%
33.0
3
<0.1%
32.0
2
<0.1%
31.0
1
<0.1%
30.0
3
<0.1%
29.0
5
<0.1%
28.0
4
<0.1%
27.0
6
<0.1%
26.0
7
<0.1%
25.0
6
<0.1%
24.0
14
0.1%
23.0
16
0.1%
22.0
17
0.2%
L36
MISSING:
2,981
(26%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
L38
0.81
L37
0.81
L21
0.77
L22
0.76
L24
0.73
L5
0.70
L6
0.69
L7
0.68
L11
0.65
L12
0.64
L4
0.64
L10
0.63
L8
0.62
L3
0.60

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L23
0.80
L34
0.29
Nombre_Banco
0.20
Target
0.14
cuenta_nequi_declarada
0.12
L20
0.10
Canal_Adquisicion
0.09
Medio_Mercadeo
0.06
Campaña_Mercadeo
0.03
L32
0.00
MOST FREQUENT VALUES
26.0
928
11.2%
19.0
305
3.7%
27.0
219
2.6%
47.0
219
2.6%
48.0
201
2.4%
44.0
184
2.2%
45.0
183
2.2%
50.0
180
2.2%
34.0
178
2.1%
36.0
178
2.1%
51.0
170
2.0%
43.0
170
2.0%
49.0
167
2.0%
31.0
163
2.0%
53.0
163
2.0%
SMALLEST VALUES
19.0
305
3.7%
21.0
3
<0.1%
22.0
65
0.8%
23.0
34
0.4%
24.0
75
0.9%
25.0
54
0.6%
26.0
928
11.2%
27.0
219
2.6%
28.0
147
1.8%
29.0
126
1.5%
30.0
155
1.9%
31.0
163
2.0%
32.0
67
0.8%
33.0
160
1.9%
34.0
178
2.1%
LARGEST VALUES
100.0
2
<0.1%
99.0
6
<0.1%
98.0
8
<0.1%
97.0
13
0.2%
96.0
13
0.2%
95.0
29
0.3%
94.0
22
0.3%
93.0
30
0.4%
92.0
22
0.3%
91.0
25
0.3%
90.0
24
0.3%
89.0
35
0.4%
88.0
43
0.5%
87.0
35
0.4%
86.0
32
0.4%
SOC13
MISSING:
57
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SOC28
0.82
SOC12
0.70
SOC14
0.42
SOC10
0.29
SOC3
0.29
SOC27
0.28
SOC20
0.27
SOC6
0.26
SOC15
0.26
SOC19
0.25
SOC26
0.24
SOC23
0.24
SOC16
0.24
Edad
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L34
0.11
Nombre_Banco
0.09
Campaña_Mercadeo
0.03
Target
0.03
Canal_Adquisicion
0.03
Medio_Mercadeo
0.03
cuenta_nequi_declarada
0.02
L23
0.01
L20
0.01
L32
0.00
MOST FREQUENT VALUES
0.0
199
1.8%
2658.0
15
0.1%
22254.0
13
0.1%
22268.0
13
0.1%
22286.0
12
0.1%
3430.0
12
0.1%
2659.0
12
0.1%
22299.0
12
0.1%
22307.0
11
<0.1%
2639.0
11
<0.1%
22284.0
11
<0.1%
3383.0
11
<0.1%
3404.0
11
<0.1%
3425.0
11
<0.1%
2676.0
11
<0.1%
SMALLEST VALUES
0.0
199
1.8%
45.0
1
<0.1%
46.0
1
<0.1%
47.0
2
<0.1%
48.0
1
<0.1%
49.0
2
<0.1%
50.0
1
<0.1%
51.0
1
<0.1%
52.0
2
<0.1%
54.0
3
<0.1%
55.0
1
<0.1%
56.0
1
<0.1%
59.0
1
<0.1%
62.0
1
<0.1%
63.0
1
<0.1%
LARGEST VALUES
22352.0
1
<0.1%
22349.0
1
<0.1%
22344.0
1
<0.1%
22342.0
2
<0.1%
22341.0
1
<0.1%
22340.0
2
<0.1%
22339.0
2
<0.1%
22338.0
2
<0.1%
22337.0
3
<0.1%
22336.0
2
<0.1%
22335.0
1
<0.1%
22334.0
3
<0.1%
22333.0
4
<0.1%
22332.0
3
<0.1%
22331.0
3
<0.1%
L13
MISSING:
2,905
(26%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
L21
0.76
L12
0.75
L22
0.74
L11
0.73
L38
0.73
L37
0.73
L10
0.72
L8
0.69
L9
0.68
L7
0.67
L24
0.64
L4
0.62
L6
0.62
L36
0.59

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L23
0.41
L34
0.16
Nombre_Banco
0.15
Target
0.10
cuenta_nequi_declarada
0.08
Canal_Adquisicion
0.04
Medio_Mercadeo
0.03
Campaña_Mercadeo
0.02
L20
0.02
L32
0.00
MOST FREQUENT VALUES
0.0
2,333
27.8%
908526.0
510
6.1%
877803.0
508
6.1%
877804.0
71
0.8%
908527.0
56
0.7%
1000000.0
53
0.6%
1100000.0
42
0.5%
1200000.0
41
0.5%
1300000.0
28
0.3%
1500000.0
25
0.3%
2000000.0
19
0.2%
877830.0
19
0.2%
950000.0
18
0.2%
900000.0
17
0.2%
1400000.0
15
0.2%
SMALLEST VALUES
0.0
2,333
27.8%
29261.0
5
<0.1%
29294.0
1
<0.1%
30285.0
11
0.1%
31768.0
1
<0.1%
32334.0
1
<0.1%
60569.0
2
<0.1%
66667.0
1
<0.1%
76600.0
1
<0.1%
87781.0
1
<0.1%
90853.0
1
<0.1%
105840.0
1
<0.1%
113098.0
1
<0.1%
117041.0
1
<0.1%
121137.0
2
<0.1%
LARGEST VALUES
37814600.0
1
<0.1%
35654400.0
1
<0.1%
28937590.0
1
<0.1%
21945100.0
1
<0.1%
17183100.0
1
<0.1%
16893100.0
1
<0.1%
16753400.0
1
<0.1%
16312000.0
1
<0.1%
16023200.0
1
<0.1%
15733100.0
1
<0.1%
15284700.0
1
<0.1%
15100200.0
1
<0.1%
14933200.0
1
<0.1%
14000000.0
1
<0.1%
13548300.0
1
<0.1%
L32
MISSING:
11,205
(>99%)
TOP CATEGORIES
Target
0.0
90
100%
26
29%
ALL
90
100%
5,122
45%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
L32
PROVIDES INFORMATION ON...
cuenta_nequi_declarada
0.00
Target
0.00
Campaña_Mercadeo
0.00
L34
0.00
Medio_Mercadeo
0.00
Canal_Adquisicion
0.00
Nombre_Banco
0.00
L23
0.00
L20
-0.00

THESE FEATURES
GIVE INFORMATION
ON L32:
Target
1.00
Medio_Mercadeo
1.00
Campaña_Mercadeo
1.00
cuenta_nequi_declarada
1.00
Canal_Adquisicion
1.00
L20
1.00
Nombre_Banco
1.00
L34
1.00
L23
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L32
CORRELATION RATIO WITH...
SOC29
0.00
SOC7
0.00
L7
0.00
SOC19
0.00
L36
0.00
SOC13
0.00
L13
0.00
SOC20
0.00
SOC12
0.00
L21
0.00
SOC28
0.00
SOC10
0.00
L35
0.00
SOC24
0.00
Medio_Mercadeo
MISSING:
---
TOP CATEGORIES
Target
affiliate
6,615
59%
3,455
52%
undefined
3,040
27%
1,166
38%
sea
940
8%
263
28%
dsc
373
3%
103
28%
cpc
192
2%
88
46%
pmax
99
<1%
28
28%
gdn
17
<1%
9
53%
nan
11
<1%
6
55%
sms
4
<1%
3
75%
Sea
2
<1%
0
0%
perfilador
1
<1%
0
0%
0
1
<1%
1
100%
ALL
11,295
100%
5,122
45%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Medio_Mercadeo
PROVIDES INFORMATION ON...
L32
1.00
Campaña_Mercadeo
0.96
Canal_Adquisicion
0.73
Target
0.02
L34
0.01
Nombre_Banco
0.01
cuenta_nequi_declarada
0.00
L23
0.00
L20
0.00

THESE FEATURES
GIVE INFORMATION
ON Medio_Mercadeo:
Canal_Adquisicion
0.90
Campaña_Mercadeo
0.60
Target
0.01
Nombre_Banco
0.01
L34
0.01
L23
0.00
cuenta_nequi_declarada
0.00
L20
0.00
L32
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Medio_Mercadeo
CORRELATION RATIO WITH...
Edad
0.13
SOC20
0.09
capital
0.09
SOC5
0.08
L27
0.08
SOC2
0.07
SOC9
0.07
SOC16
0.07
SOC6
0.06
L5
0.06
SOC26
0.06
SOC30
0.06
SOC7
0.06
SOC19
0.06
SOC20
MISSING:
57
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Edad
0.71
SOC15
0.64
SOC19
0.62
SOC16
0.62
SOC6
0.57
SOC27
0.52
SOC17
0.47
SOC23
0.46
SOC28
0.45
SOC26
0.44
SOC18
0.43
SOC24
0.36
SOC21
0.36
SOC25
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L34
0.33
Nombre_Banco
0.16
cuenta_nequi_declarada
0.12
Medio_Mercadeo
0.09
Campaña_Mercadeo
0.09
Canal_Adquisicion
0.09
Target
0.05
L20
0.03
L23
0.02
L32
0.00
MOST FREQUENT VALUES
0.0
920
8.2%
3399.0
18
0.2%
3382.0
16
0.1%
3384.0
14
0.1%
5605.0
13
0.1%
3428.0
12
0.1%
3383.0
12
0.1%
3395.0
11
<0.1%
3392.0
10
<0.1%
5002.0
10
<0.1%
3423.0
10
<0.1%
2676.0
10
<0.1%
3402.0
10
<0.1%
3447.0
10
<0.1%
3355.0
9
<0.1%
SMALLEST VALUES
0.0
920
8.2%
37.0
1
<0.1%
45.0
1
<0.1%
46.0
1
<0.1%
50.0
4
<0.1%
51.0
1
<0.1%
53.0
1
<0.1%
56.0
3
<0.1%
57.0
1
<0.1%
58.0
1
<0.1%
59.0
1
<0.1%
62.0
1
<0.1%
63.0
1
<0.1%
64.0
2
<0.1%
66.0
1
<0.1%
LARGEST VALUES
22029.0
1
<0.1%
15359.0
1
<0.1%
13037.0
1
<0.1%
12949.0
1
<0.1%
12514.0
1
<0.1%
12282.0
1
<0.1%
11789.0
1
<0.1%
11762.0
1
<0.1%
11573.0
1
<0.1%
11210.0
1
<0.1%
11176.0
1
<0.1%
11129.0
1
<0.1%
10988.0
1
<0.1%
10961.0
1
<0.1%
10833.0
1
<0.1%
SOC12
MISSING:
57
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SOC13
0.70
SOC28
0.58
SOC14
0.47
SOC10
0.27
SOC3
0.27
SOC27
0.25
SOC26
0.23
SOC15
0.23
SOC19
0.23
SOC20
0.22
SOC16
0.21
SOC6
0.21
SOC23
0.20
SOC2
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Nombre_Banco
0.08
L34
0.07
cuenta_nequi_declarada
0.05
Target
0.04
Medio_Mercadeo
0.03
L23
0.02
Campaña_Mercadeo
0.02
Canal_Adquisicion
0.02
L20
0.02
L32
0.00
MOST FREQUENT VALUES
0.0
1,969
17.5%
97.0
10
<0.1%
2623.0
9
<0.1%
675.0
9
<0.1%
187.0
9
<0.1%
704.0
9
<0.1%
1053.0
9
<0.1%
22254.0
9
<0.1%
1117.0
8
<0.1%
2014.0
8
<0.1%
22268.0
8
<0.1%
2637.0
8
<0.1%
310.0
8
<0.1%
134.0
8
<0.1%
22314.0
8
<0.1%
SMALLEST VALUES
0.0
1,969
17.5%
38.0
2
<0.1%
39.0
1
<0.1%
40.0
3
<0.1%
41.0
1
<0.1%
42.0
1
<0.1%
43.0
1
<0.1%
44.0
3
<0.1%
45.0
3
<0.1%
46.0
2
<0.1%
47.0
6
<0.1%
48.0
1
<0.1%
49.0
3
<0.1%
50.0
2
<0.1%
51.0
2
<0.1%
LARGEST VALUES
22352.0
1
<0.1%
22349.0
1
<0.1%
22344.0
1
<0.1%
22342.0
1
<0.1%
22341.0
1
<0.1%
22340.0
2
<0.1%
22339.0
2
<0.1%
22337.0
3
<0.1%
22336.0
2
<0.1%
22334.0
1
<0.1%
22333.0
2
<0.1%
22332.0
2
<0.1%
22331.0
2
<0.1%
22330.0
1
<0.1%
22329.0
3
<0.1%
L21
MISSING:
2,981
(26%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
L37
0.99
L38
0.99
L22
0.96
L24
0.82
L8
0.81
L9
0.81
L11
0.80
L10
0.80
L12
0.78
L4
0.78
L7
0.78
L6
0.77
L36
0.77
L5
0.76

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L23
0.52
L34
0.16
Nombre_Banco
0.16
Target
0.11
cuenta_nequi_declarada
0.09
Canal_Adquisicion
0.05
Medio_Mercadeo
0.04
L20
0.04
Campaña_Mercadeo
0.03
L32
0.00
MOST FREQUENT VALUES
908526.0
487
5.9%
905965.0
140
1.7%
916148.0
51
0.6%
905733.0
43
0.5%
903405.0
37
0.4%
1000000.0
21
0.3%
905966.0
18
0.2%
908527.0
17
0.2%
30285.0
15
0.2%
905453.0
14
0.2%
1200000.0
12
0.1%
1500000.0
10
0.1%
905112.0
10
0.1%
1100000.0
10
0.1%
1300000.0
8
<0.1%
SMALLEST VALUES
29954.0
1
<0.1%
30285.0
15
0.2%
30300.0
1
<0.1%
31547.0
1
<0.1%
60569.0
4
<0.1%
90853.0
2
<0.1%
92853.0
1
<0.1%
97593.0
1
<0.1%
110126.0
1
<0.1%
128727.0
1
<0.1%
136279.0
1
<0.1%
151024.0
1
<0.1%
181705.0
1
<0.1%
212431.0
1
<0.1%
222084.0
1
<0.1%
LARGEST VALUES
31812000.0
1
<0.1%
28441200.0
1
<0.1%
21585000.0
1
<0.1%
21138100.0
1
<0.1%
19810400.0
1
<0.1%
19289700.0
1
<0.1%
17340900.0
1
<0.1%
16972100.0
1
<0.1%
15562500.0
1
<0.1%
15249800.0
1
<0.1%
14693400.0
1
<0.1%
13773800.0
1
<0.1%
13740300.0
1
<0.1%
13507200.0
1
<0.1%
12997200.0
1
<0.1%
SOC28
MISSING:
57
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SOC13
0.82
SOC12
0.58
SOC20
0.45
Edad
0.39
SOC14
0.35
SOC27
0.34
SOC6
0.32
SOC15
0.31
SOC16
0.31
SOC19
0.31
SOC23
0.29
SOC26
0.27
SOC24
0.27
SOC17
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L34
0.18
Nombre_Banco
0.10
cuenta_nequi_declarada
0.06
Medio_Mercadeo
0.05
Campaña_Mercadeo
0.05
Canal_Adquisicion
0.04
L23
0.04
Target
0.02
L20
0.00
L32
0.00
MOST FREQUENT VALUES
0.0
110
1.0%
5605.0
15
0.1%
22275.0
13
0.1%
22268.0
13
0.1%
22307.0
12
0.1%
22286.0
12
0.1%
3399.0
12
0.1%
22284.0
12
0.1%
5209.0
12
0.1%
22293.0
11
<0.1%
22254.0
11
<0.1%
22296.0
11
<0.1%
22285.0
11
<0.1%
2658.0
10
<0.1%
22326.0
10
<0.1%
SMALLEST VALUES
0.0
110
1.0%
51.0
1
<0.1%
54.0
1
<0.1%
55.0
2
<0.1%
57.0
1
<0.1%
58.0
1
<0.1%
66.0
1
<0.1%
69.0
2
<0.1%
72.0
1
<0.1%
75.0
1
<0.1%
77.0
1
<0.1%
79.0
1
<0.1%
80.0
1
<0.1%
83.0
1
<0.1%
88.0
1
<0.1%
LARGEST VALUES
22352.0
1
<0.1%
22349.0
1
<0.1%
22344.0
1
<0.1%
22342.0
2
<0.1%
22341.0
1
<0.1%
22340.0
2
<0.1%
22339.0
2
<0.1%
22338.0
3
<0.1%
22337.0
3
<0.1%
22336.0
2
<0.1%
22335.0
1
<0.1%
22334.0
4
<0.1%
22333.0
4
<0.1%
22332.0
3
<0.1%
22331.0
2
<0.1%
SOC10
MISSING:
57
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SOC3
1.00
SOC27
0.74
SOC2
0.69
SOC9
0.69
SOC26
0.68
SOC19
0.59
SOC23
0.58
SOC8
0.54
SOC15
0.54
SOC18
0.53
SOC16
0.47
SOC17
0.47
SOC25
0.46
SOC24
0.45

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Nombre_Banco
0.18
L34
0.14
Target
0.11
L23
0.09
cuenta_nequi_declarada
0.07
Canal_Adquisicion
0.06
Medio_Mercadeo
0.06
Campaña_Mercadeo
0.04
L20
0.04
L32
0.00
MOST FREQUENT VALUES
4.0
1,505
13.4%
5.0
1,458
13.0%
3.0
1,388
12.4%
6.0
1,228
10.9%
2.0
1,140
10.1%
7.0
1,066
9.5%
8.0
804
7.2%
1.0
660
5.9%
9.0
604
5.4%
10.0
427
3.8%
11.0
266
2.4%
0.0
199
1.8%
12.0
184
1.6%
13.0
103
0.9%
14.0
80
0.7%
SMALLEST VALUES
0.0
199
1.8%
1.0
660
5.9%
2.0
1,140
10.1%
3.0
1,388
12.4%
4.0
1,505
13.4%
5.0
1,458
13.0%
6.0
1,228
10.9%
7.0
1,066
9.5%
8.0
804
7.2%
9.0
604
5.4%
10.0
427
3.8%
11.0
266
2.4%
12.0
184
1.6%
13.0
103
0.9%
14.0
80
0.7%
LARGEST VALUES
24.0
1
<0.1%
22.0
1
<0.1%
20.0
5
<0.1%
19.0
4
<0.1%
18.0
20
0.2%
17.0
19
0.2%
16.0
26
0.2%
15.0
50
0.4%
14.0
80
0.7%
13.0
103
0.9%
12.0
184
1.6%
11.0
266
2.4%
10.0
427
3.8%
9.0
604
5.4%
8.0
804
7.2%
Campaña_Mercadeo
MISSING:
---
TOP CATEGORIES
Target
cpa
8,045
71%
3,858
48%
undefined
3,040
27%
1,166
38%
LDK_Linkad_Solventa_LookalikeClientes_Col - Oct2021
53
<1%
23
43%
LDK_Linkad_Solventa_LookalikeEventos - Dec2021
41
<1%
23
56%
LDK_Linkad_Solventa_Prospecting_Col - Oct2021
39
<1%
17
44%
LDK_Linkad_Solventa_LookalikeFB_Col - Oct2021
27
<1%
13
48%
LDK_Linkad_Solventa_LookalikePruebas_Col - Oct2021
16
<1%
6
38%
LDK_Linkad_Solventa_LookalikePruebas_Col - Sep2021 - Copia
14
<1%
5
36%
nan
11
<1%
6
55%
Reintento JUMIO
4
<1%
3
75%
Bra
2
<1%
0
0%
LDK_Linkad_Solventa_LookalikeFB_Col
1
<1%
1
100%
LDK_Linkad_Solventa_LookalikeClientes_Col
1
<1%
0
0%
0
1
<1%
1
100%
ALL
11,295
100%
5,122
45%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Campaña_Mercadeo
PROVIDES INFORMATION ON...
L32
1.00
Medio_Mercadeo
0.60
Canal_Adquisicion
0.49
L34
0.01
Target
0.01
Nombre_Banco
0.00
cuenta_nequi_declarada
0.00
L23
0.00
L20
0.00

THESE FEATURES
GIVE INFORMATION
ON Campaña_Mercadeo:
Medio_Mercadeo
0.96
Canal_Adquisicion
0.96
Nombre_Banco
0.01
L34
0.01
Target
0.01
L23
0.00
cuenta_nequi_declarada
0.00
L20
0.00
L32
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Campaña_Mercadeo
CORRELATION RATIO WITH...
Edad
0.11
SOC20
0.09
L27
0.08
SOC6
0.07
SOC5
0.07
SOC16
0.06
SOC19
0.06
SOC24
0.06
SOC18
0.06
SOC15
0.06
SOC27
0.05
SOC26
0.05
SOC23
0.05
SOC7
0.05
L35
MISSING:
11
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
L1
0.98
L18
0.58
L30
-0.38
L24
-0.19
SOC25
0.16
Edad
-0.14
SOC17
0.11
L28
-0.09
L22
-0.08
L8
-0.07
L10
-0.07
L7
-0.07
SOC23
0.07
L21
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L23
0.67
L20
0.42
L34
0.28
Nombre_Banco
0.12
Canal_Adquisicion
0.07
cuenta_nequi_declarada
0.05
Medio_Mercadeo
0.04
Campaña_Mercadeo
0.03
Target
0.00
L32
0.00
MOST FREQUENT VALUES
1.0
5,523
48.9%
0.0
2,970
26.3%
2.0
1,882
16.7%
3.0
593
5.3%
4.0
201
1.8%
5.0
65
0.6%
6.0
31
0.3%
7.0
12
0.1%
8.0
3
<0.1%
10.0
2
<0.1%
13.0
1
<0.1%
11.0
1
<0.1%
SMALLEST VALUES
0.0
2,970
26.3%
1.0
5,523
48.9%
2.0
1,882
16.7%
3.0
593
5.3%
4.0
201
1.8%
5.0
65
0.6%
6.0
31
0.3%
7.0
12
0.1%
8.0
3
<0.1%
10.0
2
<0.1%
11.0
1
<0.1%
13.0
1
<0.1%
LARGEST VALUES
13.0
1
<0.1%
11.0
1
<0.1%
10.0
2
<0.1%
8.0
3
<0.1%
7.0
12
0.1%
6.0
31
0.3%
5.0
65
0.6%
4.0
201
1.8%
3.0
593
5.3%
2.0
1,882
16.7%
1.0
5,523
48.9%
0.0
2,970
26.3%
SOC24
MISSING:
57
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SOC23
0.86
SOC27
0.66
SOC16
0.48
SOC26
0.47
SOC15
0.47
SOC10
0.45
SOC3
0.45
SOC19
0.40
SOC20
0.36
SOC1
0.35
SOC6
0.34
SOC17
0.31
SOC25
0.30
SOC8
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Nombre_Banco
0.19
L34
0.12
Target
0.07
Campaña_Mercadeo
0.06
cuenta_nequi_declarada
0.06
Medio_Mercadeo
0.05
Canal_Adquisicion
0.05
L23
0.04
L20
0.01
L32
0.00
MOST FREQUENT VALUES
3.0
2,120
18.9%
4.0
1,852
16.5%
2.0
1,849
16.5%
5.0
1,465
13.0%
1.0
1,089
9.7%
6.0
955
8.5%
7.0
690
6.1%
8.0
422
3.8%
0.0
249
2.2%
9.0
238
2.1%
10.0
148
1.3%
11.0
81
0.7%
12.0
34
0.3%
13.0
23
0.2%
14.0
14
0.1%
SMALLEST VALUES
0.0
249
2.2%
1.0
1,089
9.7%
2.0
1,849
16.5%
3.0
2,120
18.9%
4.0
1,852
16.5%
5.0
1,465
13.0%
6.0
955
8.5%
7.0
690
6.1%
8.0
422
3.8%
9.0
238
2.1%
10.0
148
1.3%
11.0
81
0.7%
12.0
34
0.3%
13.0
23
0.2%
14.0
14
0.1%
LARGEST VALUES
18.0
1
<0.1%
17.0
1
<0.1%
16.0
2
<0.1%
15.0
5
<0.1%
14.0
14
0.1%
13.0
23
0.2%
12.0
34
0.3%
11.0
81
0.7%
10.0
148
1.3%
9.0
238
2.1%
8.0
422
3.8%
7.0
690
6.1%
6.0
955
8.5%
5.0
1,465
13.0%
4.0
1,852
16.5%
SOC18
MISSING:
57
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SOC26
0.76
SOC19
0.74
SOC2
0.71
SOC9
0.71
SOC15
0.65
SOC17
0.57
SOC16
0.56
SOC27
0.55
SOC10
0.53
SOC3
0.53
SOC25
0.44
SOC20
0.43
SOC23
0.42
SOC6
0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L34
0.16
Nombre_Banco
0.15
Target
0.10
L23
0.10
Campaña_Mercadeo
0.06
cuenta_nequi_declarada
0.06
Medio_Mercadeo
0.06
Canal_Adquisicion
0.05
L20
0.01
L32
0.00
MOST FREQUENT VALUES
0.0
920
8.2%
2.0
721
6.4%
4.0
609
5.4%
1.0
583
5.2%
6.0
567
5.0%
3.0
563
5.0%
8.0
530
4.7%
5.0
529
4.7%
7.0
484
4.3%
9.0
433
3.9%
10.0
411
3.7%
12.0
369
3.3%
11.0
346
3.1%
13.0
340
3.0%
14.0
321
2.9%
SMALLEST VALUES
0.0
920
8.2%
1.0
583
5.2%
2.0
721
6.4%
3.0
563
5.0%
4.0
609
5.4%
5.0
529
4.7%
6.0
567
5.0%
7.0
484
4.3%
8.0
530
4.7%
9.0
433
3.9%
10.0
411
3.7%
11.0
346
3.1%
12.0
369
3.3%
13.0
340
3.0%
14.0
321
2.9%
LARGEST VALUES
99.0
35
0.3%
98.0
8
<0.1%
97.0
9
<0.1%
96.0
2
<0.1%
95.0
4
<0.1%
94.0
1
<0.1%
93.0
1
<0.1%
92.0
3
<0.1%
91.0
3
<0.1%
90.0
2
<0.1%
88.0
2
<0.1%
87.0
3
<0.1%
86.0
4
<0.1%
85.0
4
<0.1%
84.0
5
<0.1%
L1
MISSING:
2,905
(26%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
L35
0.98
L30
-0.38
L24
-0.19
Edad
-0.12
L28
-0.09
SOC25
0.08
L22
-0.08
SOC5
-0.07
L8
-0.07
L10
-0.07
L7
-0.07
L21
-0.07
SOC20
-0.07
L6
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L23
0.65
L20
0.42
L34
0.28
Nombre_Banco
0.12
Canal_Adquisicion
0.07
cuenta_nequi_declarada
0.05
Medio_Mercadeo
0.04
Campaña_Mercadeo
0.03
Target
0.00
L32
0.00
MOST FREQUENT VALUES
1.0
5,575
66.4%
2.0
1,897
22.6%
3.0
598
7.1%
4.0
203
2.4%
5.0
66
0.8%
6.0
31
0.4%
7.0
13
0.2%
8.0
3
<0.1%
10.0
2
<0.1%
13.0
1
<0.1%
11.0
1
<0.1%
SMALLEST VALUES
1.0
5,575
66.4%
2.0
1,897
22.6%
3.0
598
7.1%
4.0
203
2.4%
5.0
66
0.8%
6.0
31
0.4%
7.0
13
0.2%
8.0
3
<0.1%
10.0
2
<0.1%
11.0
1
<0.1%
13.0
1
<0.1%
LARGEST VALUES
13.0
1
<0.1%
11.0
1
<0.1%
10.0
2
<0.1%
8.0
3
<0.1%
7.0
13
0.2%
6.0
31
0.4%
5.0
66
0.8%
4.0
203
2.4%
3.0
598
7.1%
2.0
1,897
22.6%
1.0
5,575
66.4%
L39
MISSING:
11,295
(100%)
L26
MISSING:
2,981
(26%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
L25
0.97
L2
0.73
L21
0.64
L27
0.59
L37
0.56
L38
0.56
L9
0.52
L8
0.49
L22
0.48
L11
0.44
L12
0.44
L10
0.43
L4
0.42
L13
0.42

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L23
0.21
Nombre_Banco
0.07
L20
0.06
cuenta_nequi_declarada
0.04
L34
0.03
Medio_Mercadeo
0.03
Campaña_Mercadeo
0.03
Canal_Adquisicion
0.03
Target
0.02
L32
0.00
MOST FREQUENT VALUES
0.0
856
10.3%
8491.0
161
1.9%
25282.0
57
0.7%
8832.0
41
0.5%
11449.0
38
0.5%
1.0
32
0.4%
9216.0
13
0.2%
9655.0
10
0.1%
251103.0
10
0.1%
10160.0
7
<0.1%
26296.0
6
<0.1%
11849.0
6
<0.1%
34090.0
6
<0.1%
12289.0
6
<0.1%
28747.0
5
<0.1%
SMALLEST VALUES
0.0
856
10.3%
1.0
32
0.4%
2.0
5
<0.1%
3.0
1
<0.1%
4.0
3
<0.1%
6.0
4
<0.1%
7.0
4
<0.1%
8.0
2
<0.1%
9.0
2
<0.1%
10.0
1
<0.1%
11.0
3
<0.1%
12.0
3
<0.1%
19.0
1
<0.1%
63.0
1
<0.1%
76.0
1
<0.1%
LARGEST VALUES
66585500.0
1
<0.1%
22790000.0
1
<0.1%
12794600.0
1
<0.1%
12290000.0
1
<0.1%
11814000.0
1
<0.1%
11739800.0
1
<0.1%
11409700.0
1
<0.1%
10760000.0
1
<0.1%
9419830.0
1
<0.1%
8967680.0
1
<0.1%
8408220.0
1
<0.1%
7817620.0
1
<0.1%
7706720.0
1
<0.1%
7648390.0
1
<0.1%
7608860.0
1
<0.1%
L38
MISSING:
5,748
(51%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
L37
1.00
L21
0.99
L22
0.93
L24
0.86
L3
0.85
L7
0.84
L4
0.84
L6
0.84
L5
0.83
L8
0.83
L9
0.81
L36
0.81
L11
0.80
L10
0.80

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L23
0.44
L20
0.28
L34
0.16
Nombre_Banco
0.14
Target
0.11
cuenta_nequi_declarada
0.08
Canal_Adquisicion
0.06
Medio_Mercadeo
0.05
Campaña_Mercadeo
0.03
L32
0.00
MOST FREQUENT VALUES
909658.0
127
2.3%
652800.0
54
1.0%
837529.0
42
0.8%
794237.0
30
0.5%
809168.0
24
0.4%
977490.0
16
0.3%
843383.0
16
0.3%
800739.0
12
0.2%
836057.0
12
0.2%
839024.0
10
0.2%
909659.0
8
0.1%
717835.0
8
0.1%
611648.0
7
0.1%
837363.0
7
0.1%
1094060.0
7
0.1%
SMALLEST VALUES
117508.0
2
<0.1%
468376.0
1
<0.1%
484752.0
1
<0.1%
507442.0
1
<0.1%
518007.0
1
<0.1%
521952.0
1
<0.1%
524769.0
1
<0.1%
524770.0
1
<0.1%
532471.0
1
<0.1%
533360.0
1
<0.1%
533790.0
1
<0.1%
534328.0
1
<0.1%
536764.0
1
<0.1%
537281.0
1
<0.1%
538114.0
1
<0.1%
LARGEST VALUES
21703500.0
1
<0.1%
17038900.0
1
<0.1%
11695900.0
1
<0.1%
11127900.0
1
<0.1%
9952000.0
1
<0.1%
9585880.0
1
<0.1%
8560180.0
1
<0.1%
8330200.0
1
<0.1%
8047220.0
1
<0.1%
7982120.0
1
<0.1%
7740880.0
1
<0.1%
7563380.0
1
<0.1%
7453690.0
1
<0.1%
7442640.0
1
<0.1%
7409760.0
1
<0.1%
L5
MISSING:
2,905
(26%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
L38
0.83
L37
0.83
L6
0.81
L22
0.77
L21
0.76
L7
0.74
L24
0.70
L36
0.70
L4
0.70
L10
0.68
L11
0.66
L3
0.65
L12
0.63
L8
0.61

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L23
0.49
L34
0.18
Nombre_Banco
0.17
Target
0.13
cuenta_nequi_declarada
0.10
Canal_Adquisicion
0.08
Medio_Mercadeo
0.06
Campaña_Mercadeo
0.04
L20
0.03
L32
0.00
MOST FREQUENT VALUES
908526.0
1,375
16.4%
0.0
801
9.5%
908527.0
96
1.1%
1200000.0
76
0.9%
1000000.0
70
0.8%
1300000.0
49
0.6%
1500000.0
38
0.5%
1100000.0
38
0.5%
1817052.0
34
0.4%
30285.0
29
0.3%
908528.0
27
0.3%
2000000.0
26
0.3%
908550.0
25
0.3%
1400000.0
25
0.3%
909000.0
23
0.3%
SMALLEST VALUES
0.0
801
9.5%
30285.0
29
0.3%
32084.0
1
<0.1%
37334.0
1
<0.1%
48975.0
1
<0.1%
53000.0
1
<0.1%
60569.0
1
<0.1%
60570.0
1
<0.1%
64785.0
1
<0.1%
90853.0
5
<0.1%
90854.0
1
<0.1%
92853.0
1
<0.1%
105710.0
1
<0.1%
109781.0
1
<0.1%
121137.0
6
<0.1%
LARGEST VALUES
22713200.0
1
<0.1%
20073800.0
1
<0.1%
18853470.0
1
<0.1%
18189300.0
1
<0.1%
16500000.0
1
<0.1%
15333500.0
1
<0.1%
14750700.0
1
<0.1%
14556800.0
1
<0.1%
14308300.0
1
<0.1%
14254800.0
1
<0.1%
14212600.0
1
<0.1%
13324200.0
1
<0.1%
13208300.0
1
<0.1%
13041000.0
1
<0.1%
12776000.0
1
<0.1%
SOC8
MISSING:
57
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SOC10
0.54
SOC3
0.54
SOC27
0.40
SOC23
0.36
SOC26
0.35
SOC19
0.31
SOC15
0.31
SOC2
0.31
SOC9
0.31
SOC1
0.31
SOC24
0.30
SOC16
0.28
SOC14
-0.27
SOC18
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Nombre_Banco
0.13
L34
0.10
cuenta_nequi_declarada
0.06
Target
0.05
Medio_Mercadeo
0.04
Canal_Adquisicion
0.04
Campaña_Mercadeo
0.04
L23
0.03
L20
0.01
L32
0.00
MOST FREQUENT VALUES
2.0
3,794
33.8%
1.0
3,564
31.7%
3.0
2,196
19.5%
4.0
959
8.5%
5.0
343
3.1%
0.0
199
1.8%
6.0
127
1.1%
7.0
36
0.3%
8.0
15
0.1%
9.0
3
<0.1%
10.0
1
<0.1%
11.0
1
<0.1%
SMALLEST VALUES
0.0
199
1.8%
1.0
3,564
31.7%
2.0
3,794
33.8%
3.0
2,196
19.5%
4.0
959
8.5%
5.0
343
3.1%
6.0
127
1.1%
7.0
36
0.3%
8.0
15
0.1%
9.0
3
<0.1%
10.0
1
<0.1%
11.0
1
<0.1%
LARGEST VALUES
11.0
1
<0.1%
10.0
1
<0.1%
9.0
3
<0.1%
8.0
15
0.1%
7.0
36
0.3%
6.0
127
1.1%
5.0
343
3.1%
4.0
959
8.5%
3.0
2,196
19.5%
2.0
3,794
33.8%
1.0
3,564
31.7%
0.0
199
1.8%
L8
MISSING:
2,905
(26%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
L37
0.83
L38
0.83
L21
0.81
L9
0.80
L22
0.78
L7
0.74
L11
0.71
L12
0.71
L13
0.69
L4
0.68
L10
0.68
L6
0.68
L24
0.63
L36
0.62

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L23
0.39
Nombre_Banco
0.15
L34
0.12
Target
0.08
cuenta_nequi_declarada
0.08
Canal_Adquisicion
0.04
Medio_Mercadeo
0.03
Campaña_Mercadeo
0.03
L20
0.00
L32
0.00
MOST FREQUENT VALUES
908526.0
1,366
16.3%
0.0
1,079
12.9%
908527.0
112
1.3%
1000000.0
74
0.9%
1200000.0
62
0.7%
1300000.0
44
0.5%
1500000.0
41
0.5%
1100000.0
41
0.5%
1817052.0
35
0.4%
908528.0
24
0.3%
2000000.0
23
0.3%
1400000.0
23
0.3%
908550.0
21
0.3%
30285.0
19
0.2%
909000.0
18
0.2%
SMALLEST VALUES
0.0
1,079
12.9%
1.0
1
<0.1%
30285.0
19
0.2%
30300.0
1
<0.1%
31900.0
1
<0.1%
33075.0
1
<0.1%
35190.0
1
<0.1%
46667.0
1
<0.1%
57477.0
1
<0.1%
60569.0
4
<0.1%
63333.0
1
<0.1%
66667.0
1
<0.1%
76301.0
1
<0.1%
79350.0
1
<0.1%
80000.0
1
<0.1%
LARGEST VALUES
70952000.0
1
<0.1%
30672800.0
1
<0.1%
27636700.0
1
<0.1%
26523700.0
1
<0.1%
24368000.0
1
<0.1%
22304300.0
1
<0.1%
21877100.0
1
<0.1%
21349300.0
1
<0.1%
21277800.0
1
<0.1%
20131600.0
1
<0.1%
20000000.0
1
<0.1%
19414000.0
1
<0.1%
18572700.0
1
<0.1%
18200000.0
1
<0.1%
17949500.0
1
<0.1%
SOC16
MISSING:
57
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SOC15
0.89
SOC19
0.78
SOC27
0.65
SOC20
0.62
SOC23
0.60
SOC26
0.56
SOC18
0.56
SOC17
0.50
SOC24
0.48
SOC10
0.47
SOC3
0.47
SOC6
0.46
SOC25
0.46
Edad
0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L34
0.21
Nombre_Banco
0.17
Target
0.09
cuenta_nequi_declarada
0.09
Medio_Mercadeo
0.07
Canal_Adquisicion
0.06
Campaña_Mercadeo
0.06
L23
0.04
L20
0.00
L32
0.00
MOST FREQUENT VALUES
1.0
2,568
22.9%
2.0
2,547
22.7%
3.0
2,034
18.1%
0.0
1,372
12.2%
4.0
1,270
11.3%
5.0
673
6.0%
6.0
415
3.7%
7.0
201
1.8%
8.0
83
0.7%
9.0
43
0.4%
10.0
21
0.2%
11.0
6
<0.1%
12.0
5
<0.1%
SMALLEST VALUES
0.0
1,372
12.2%
1.0
2,568
22.9%
2.0
2,547
22.7%
3.0
2,034
18.1%
4.0
1,270
11.3%
5.0
673
6.0%
6.0
415
3.7%
7.0
201
1.8%
8.0
83
0.7%
9.0
43
0.4%
10.0
21
0.2%
11.0
6
<0.1%
12.0
5
<0.1%
LARGEST VALUES
12.0
5
<0.1%
11.0
6
<0.1%
10.0
21
0.2%
9.0
43
0.4%
8.0
83
0.7%
7.0
201
1.8%
6.0
415
3.7%
5.0
673
6.0%
4.0
1,270
11.3%
3.0
2,034
18.1%
2.0
2,547
22.7%
1.0
2,568
22.9%
0.0
1,372
12.2%
SOC2
MISSING:
57
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SOC9
1.00
SOC26
0.74
SOC18
0.71
SOC10
0.69
SOC3
0.69
SOC27
0.46
SOC19
0.45
SOC15
0.39
SOC17
0.35
SOC23
0.34
SOC16
0.34
SOC8
0.31
SOC25
0.30
SOC1
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Nombre_Banco
0.15
L34
0.13
Target
0.13
L23
0.09
Canal_Adquisicion
0.07
Medio_Mercadeo
0.07
Campaña_Mercadeo
0.04
cuenta_nequi_declarada
0.03
L20
0.02
L32
0.00
MOST FREQUENT VALUES
5.0
806
7.2%
4.0
783
7.0%
6.0
770
6.9%
3.0
745
6.6%
7.0
732
6.5%
9.0
649
5.8%
8.0
640
5.7%
2.0
601
5.3%
10.0
508
4.5%
11.0
461
4.1%
12.0
444
4.0%
1.0
404
3.6%
14.0
337
3.0%
13.0
332
3.0%
15.0
272
2.4%
SMALLEST VALUES
0.0
199
1.8%
1.0
404
3.6%
2.0
601
5.3%
3.0
745
6.6%
4.0
783
7.0%
5.0
806
7.2%
6.0
770
6.9%
7.0
732
6.5%
8.0
640
5.7%
9.0
649
5.8%
10.0
508
4.5%
11.0
461
4.1%
12.0
444
4.0%
13.0
332
3.0%
14.0
337
3.0%
LARGEST VALUES
99.0
6
<0.1%
98.0
1
<0.1%
96.0
3
<0.1%
95.0
2
<0.1%
92.0
3
<0.1%
91.0
2
<0.1%
87.0
1
<0.1%
86.0
1
<0.1%
85.0
5
<0.1%
84.0
1
<0.1%
83.0
4
<0.1%
82.0
3
<0.1%
81.0
1
<0.1%
79.0
3
<0.1%
77.0
4
<0.1%
L24
MISSING:
2,981
(26%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
L38
0.86
L37
0.86
L21
0.82
L22
0.80
L36
0.73
L5
0.70
L6
0.68
L4
0.68
L7
0.66
L3
0.66
L12
0.66
L11
0.66
L10
0.65
L13
0.64

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L23
0.56
L34
0.20
Nombre_Banco
0.17
Target
0.13
cuenta_nequi_declarada
0.09
Canal_Adquisicion
0.06
L20
0.06
Medio_Mercadeo
0.05
Campaña_Mercadeo
0.03
L32
0.00
MOST FREQUENT VALUES
908526.0
1,632
19.6%
877803.0
485
5.8%
30285.0
139
1.7%
908527.0
102
1.2%
1000000.0
88
1.1%
877804.0
71
0.9%
1200000.0
66
0.8%
1100000.0
51
0.6%
908528.0
48
0.6%
454263.0
42
0.5%
1300000.0
40
0.5%
908550.0
36
0.4%
60569.0
35
0.4%
151421.0
29
0.3%
1500000.0
28
0.3%
SMALLEST VALUES
1.0
1
<0.1%
2.0
1
<0.1%
27604.0
1
<0.1%
29261.0
6
<0.1%
29294.0
1
<0.1%
30285.0
139
1.7%
30287.0
1
<0.1%
30300.0
8
<0.1%
31000.0
1
<0.1%
31547.0
1
<0.1%
31667.0
1
<0.1%
31768.0
1
<0.1%
31900.0
1
<0.1%
32084.0
1
<0.1%
32334.0
1
<0.1%
LARGEST VALUES
12860700.0
1
<0.1%
12727700.0
1
<0.1%
12647000.0
1
<0.1%
12614000.0
1
<0.1%
12507400.0
1
<0.1%
12058200.0
1
<0.1%
11810800.0
1
<0.1%
10564700.0
1
<0.1%
9458330.0
1
<0.1%
9190020.0
1
<0.1%
8974770.0
1
<0.1%
8938070.0
1
<0.1%
8476640.0
1
<0.1%
8267590.0
1
<0.1%
8070990.0
1
<0.1%
capital
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
L36
0.37
L21
0.33
L22
0.31
L38
0.30
L37
0.30
L24
0.28
L4
0.28
L3
0.27
L5
0.26
L8
0.24
L25
0.24
L6
0.23
L7
0.22
L10
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L23
0.10
Medio_Mercadeo
0.09
Canal_Adquisicion
0.08
L34
0.07
Nombre_Banco
0.07
L20
0.06
Target
0.05
Campaña_Mercadeo
0.04
cuenta_nequi_declarada
0.02
L32
0.00
MOST FREQUENT VALUES
250000
6,083
53.9%
200000
1,392
12.3%
300000
972
8.6%
500000
466
4.1%
600000
398
3.5%
320000
266
2.4%
350000
155
1.4%
400000
147
1.3%
270000
82
0.7%
310000
82
0.7%
260000
81
0.7%
290000
78
0.7%
380000
74
0.7%
330000
72
0.6%
340000
70
0.6%
SMALLEST VALUES
150000
7
<0.1%
200000
1,392
12.3%
250000
6,083
53.9%
260000
81
0.7%
270000
82
0.7%
280000
68
0.6%
290000
78
0.7%
300000
972
8.6%
310000
82
0.7%
320000
266
2.4%
330000
72
0.6%
340000
70
0.6%
350000
155
1.4%
360000
70
0.6%
370000
63
0.6%
LARGEST VALUES
850000
3
<0.1%
750000
1
<0.1%
650000
1
<0.1%
600000
398
3.5%
590000
12
0.1%
580000
13
0.1%
570000
17
0.2%
560000
16
0.1%
550000
13
0.1%
540000
17
0.2%
530000
14
0.1%
520000
18
0.2%
510000
10
<0.1%
500000
466
4.1%
490000
41
0.4%
L2
MISSING:
2,905
(26%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
L27
0.79
L25
0.77
L26
0.73
L37
0.51
L38
0.51
L21
0.38
L3
0.30
L36
0.29
L24
0.27
L5
0.26
L4
0.26
L6
0.25
L22
0.24
L7
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L23
0.26
L34
0.09
Nombre_Banco
0.07
Target
0.05
cuenta_nequi_declarada
0.05
Canal_Adquisicion
0.03
Medio_Mercadeo
0.03
Campaña_Mercadeo
0.02
L20
0.00
L32
0.00
MOST FREQUENT VALUES
908526.0
1,103
13.1%
0.0
1,032
12.3%
1000000.0
256
3.1%
908527.0
106
1.3%
1200000.0
82
1.0%
1300000.0
48
0.6%
1100000.0
47
0.6%
1500000.0
33
0.4%
2000000.0
32
0.4%
908528.0
30
0.4%
1800000.0
30
0.4%
1400000.0
28
0.3%
30285.0
28
0.3%
908550.0
22
0.3%
1600000.0
19
0.2%
SMALLEST VALUES
0.0
1,032
12.3%
30285.0
28
0.3%
30287.0
1
<0.1%
30300.0
1
<0.1%
33334.0
1
<0.1%
43900.0
1
<0.1%
60569.0
5
<0.1%
60570.0
2
<0.1%
61000.0
1
<0.1%
62032.0
1
<0.1%
66667.0
2
<0.1%
71370.0
1
<0.1%
90853.0
4
<0.1%
90854.0
1
<0.1%
100000.0
2
<0.1%
LARGEST VALUES
242424000.0
1
<0.1%
20896100.0
1
<0.1%
18745100.0
1
<0.1%
16500000.0
1
<0.1%
16408200.0
1
<0.1%
16358230.0
1
<0.1%
15947800.0
1
<0.1%
15232200.0
1
<0.1%
15224100.0
1
<0.1%
14899500.0
1
<0.1%
13583800.0
1
<0.1%
12614000.0
1
<0.1%
12507400.0
1
<0.1%
11223400.0
1
<0.1%
10564700.0
1
<0.1%
SOC6
MISSING:
57
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SOC20
0.57
SOC19
0.51
SOC15
0.51
SOC27
0.51
Edad
0.47
SOC16
0.46
SOC26
0.45
SOC5
0.45
SOC23
0.45
SOC17
0.41
SOC1
0.40
SOC18
0.38
SOC7
0.37
SOC25
0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L34
0.26
Nombre_Banco
0.14
cuenta_nequi_declarada
0.09
Campaña_Mercadeo
0.07
Target
0.07
Medio_Mercadeo
0.06
Canal_Adquisicion
0.06
L20
0.03
L23
0.02
L32
0.00
MOST FREQUENT VALUES
0.0
263
2.3%
2658.0
18
0.2%
2623.0
18
0.2%
2626.0
14
0.1%
3383.0
14
0.1%
3384.0
13
0.1%
3404.0
13
0.1%
2624.0
13
0.1%
2653.0
13
0.1%
3395.0
13
0.1%
2639.0
12
0.1%
2662.0
12
0.1%
2657.0
12
0.1%
3425.0
11
<0.1%
3427.0
11
<0.1%
SMALLEST VALUES
0.0
263
2.3%
37.0
1
<0.1%
45.0
1
<0.1%
48.0
1
<0.1%
49.0
1
<0.1%
50.0
2
<0.1%
52.0
1
<0.1%
53.0
1
<0.1%
54.0
2
<0.1%
56.0
1
<0.1%
58.0
1
<0.1%
62.0
1
<0.1%
63.0
1
<0.1%
65.0
2
<0.1%
66.0
1
<0.1%
LARGEST VALUES
11789.0
1
<0.1%
10343.0
1
<0.1%
10091.0
1
<0.1%
9843.0
1
<0.1%
9447.0
1
<0.1%
9138.0
1
<0.1%
8977.0
1
<0.1%
8725.0
1
<0.1%
8652.0
1
<0.1%
8632.0
1
<0.1%
8581.0
1
<0.1%
8526.0
1
<0.1%
8476.0
1
<0.1%
8471.0
1
<0.1%
8307.0
1
<0.1%
L12
MISSING:
2,905
(26%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
L11
0.81
L21
0.78
L22
0.78
L10
0.77
L38
0.76
L37
0.76
L13
0.75
L7
0.73
L9
0.71
L6
0.71
L8
0.71
L24
0.66
L36
0.64
L5
0.63

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L23
0.41
Nombre_Banco
0.16
L34
0.14
Target
0.10
cuenta_nequi_declarada
0.09
Canal_Adquisicion
0.05
Medio_Mercadeo
0.03
Campaña_Mercadeo
0.02
L20
0.00
L32
0.00
MOST FREQUENT VALUES
0.0
1,722
20.5%
908526.0
1,070
12.8%
877803.0
145
1.7%
908527.0
95
1.1%
1000000.0
63
0.8%
1200000.0
49
0.6%
1100000.0
36
0.4%
1500000.0
33
0.4%
1300000.0
27
0.3%
1817052.0
26
0.3%
908528.0
24
0.3%
877804.0
24
0.3%
2000000.0
18
0.2%
1400000.0
18
0.2%
950000.0
18
0.2%
SMALLEST VALUES
0.0
1,722
20.5%
29261.0
1
<0.1%
30285.0
8
<0.1%
30287.0
1
<0.1%
37120.0
1
<0.1%
48225.0
1
<0.1%
57477.0
1
<0.1%
58521.0
1
<0.1%
60569.0
5
<0.1%
60570.0
1
<0.1%
60834.0
1
<0.1%
61894.0
1
<0.1%
83127.0
1
<0.1%
87781.0
1
<0.1%
91000.0
2
<0.1%
LARGEST VALUES
27457900.0
1
<0.1%
24879500.0
1
<0.1%
23213900.0
1
<0.1%
22521800.0
1
<0.1%
21594530.0
1
<0.1%
21521200.0
1
<0.1%
18129800.0
1
<0.1%
16765000.0
1
<0.1%
16377500.0
1
<0.1%
16126200.0
1
<0.1%
15680000.0
1
<0.1%
15624500.0
1
<0.1%
15552600.0
1
<0.1%
15260500.0
1
<0.1%
14886300.0
1
<0.1%
L22
MISSING:
2,981
(26%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
L21
0.96
L38
0.93
L37
0.93
L10
0.81
L7
0.80
L24
0.80
L11
0.80
L6
0.80
L8
0.78
L12
0.78
L5
0.77
L9
0.77
L36
0.76
L4
0.74

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L23
0.52
Nombre_Banco
0.16
L34
0.16
Target
0.11
cuenta_nequi_declarada
0.09
Canal_Adquisicion
0.06
Medio_Mercadeo
0.05
L20
0.04
Campaña_Mercadeo
0.04
L32
0.00
MOST FREQUENT VALUES
908526.0
1,592
19.1%
908527.0
109
1.3%
1000000.0
96
1.2%
1200000.0
84
1.0%
1100000.0
53
0.6%
1300000.0
51
0.6%
1817050.0
47
0.6%
1500000.0
40
0.5%
2000000.0
37
0.4%
1400000.0
32
0.4%
1800000.0
26
0.3%
909000.0
25
0.3%
908528.0
25
0.3%
908550.0
24
0.3%
30285.0
22
0.3%
SMALLEST VALUES
30285.0
22
0.3%
30300.0
1
<0.1%
31547.0
1
<0.1%
60569.0
5
<0.1%
60570.0
1
<0.1%
90853.0
2
<0.1%
90854.0
1
<0.1%
90860.0
1
<0.1%
92853.0
1
<0.1%
104333.0
1
<0.1%
117041.0
1
<0.1%
121137.0
1
<0.1%
151451.0
1
<0.1%
181706.0
2
<0.1%
211990.0
1
<0.1%
LARGEST VALUES
27286200.0
1
<0.1%
22521800.0
1
<0.1%
21392300.0
1
<0.1%
18916700.0
1
<0.1%
18879500.0
1
<0.1%
18189300.0
1
<0.1%
17183100.0
1
<0.1%
15398000.0
1
<0.1%
15100200.0
1
<0.1%
14556800.0
1
<0.1%
13462200.0
1
<0.1%
13211900.0
1
<0.1%
13208300.0
1
<0.1%
13041000.0
1
<0.1%
13040900.0
1
<0.1%
L28
MISSING:
2,981
(26%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
L30
0.58
L3
0.22
L6
0.21
L5
0.21
L7
0.19
L2
0.18
L4
0.16
L12
0.16
L13
0.15
L11
0.15
L38
0.13
L37
0.13
L10
0.13
L36
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L23
0.72
L34
0.30
Nombre_Banco
0.18
Target
0.11
Canal_Adquisicion
0.10
cuenta_nequi_declarada
0.09
L20
0.05
Medio_Mercadeo
0.05
Campaña_Mercadeo
0.03
L32
0.00
MOST FREQUENT VALUES
12.0
4,696
56.5%
0.0
1,015
12.2%
11.0
533
6.4%
3.0
249
3.0%
10.0
222
2.7%
2.0
217
2.6%
4.0
211
2.5%
5.0
207
2.5%
8.0
202
2.4%
1.0
198
2.4%
9.0
194
2.3%
6.0
187
2.2%
7.0
183
2.2%
SMALLEST VALUES
0.0
1,015
12.2%
1.0
198
2.4%
2.0
217
2.6%
3.0
249
3.0%
4.0
211
2.5%
5.0
207
2.5%
6.0
187
2.2%
7.0
183
2.2%
8.0
202
2.4%
9.0
194
2.3%
10.0
222
2.7%
11.0
533
6.4%
12.0
4,696
56.5%
LARGEST VALUES
12.0
4,696
56.5%
11.0
533
6.4%
10.0
222
2.7%
9.0
194
2.3%
8.0
202
2.4%
7.0
183
2.2%
6.0
187
2.2%
5.0
207
2.5%
4.0
211
2.5%
3.0
249
3.0%
2.0
217
2.6%
1.0
198
2.4%
0.0
1,015
12.2%
SOC22
MISSING:
57
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SOC21
0.69
SOC30
0.32
SOC10
-0.22
SOC3
-0.22
SOC2
-0.21
SOC9
-0.21
SOC18
-0.21
SOC26
-0.20
SOC20
0.19
SOC29
0.18
SOC19
-0.17
Edad
0.16
SOC27
-0.15
SOC17
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Nombre_Banco
0.10
L34
0.09
L23
0.08
Canal_Adquisicion
0.06
Target
0.06
Medio_Mercadeo
0.05
L20
0.04
Campaña_Mercadeo
0.03
cuenta_nequi_declarada
0.02
L32
0.00
MOST FREQUENT VALUES
0.0
920
8.2%
158.0
45
0.4%
127.0
41
0.4%
70.0
40
0.4%
141.0
39
0.3%
126.0
39
0.3%
128.0
39
0.3%
138.0
37
0.3%
169.0
37
0.3%
65.0
36
0.3%
77.0
36
0.3%
76.0
35
0.3%
51.0
35
0.3%
78.0
35
0.3%
58.0
34
0.3%
SMALLEST VALUES
0.0
920
8.2%
28.0
1
<0.1%
36.0
3
<0.1%
37.0
8
<0.1%
38.0
10
<0.1%
39.0
4
<0.1%
40.0
18
0.2%
41.0
10
<0.1%
42.0
13
0.1%
43.0
9
<0.1%
44.0
33
0.3%
45.0
26
0.2%
46.0
16
0.1%
47.0
28
0.2%
48.0
19
0.2%
LARGEST VALUES
8848.0
1
<0.1%
8221.0
1
<0.1%
7734.0
1
<0.1%
7656.0
1
<0.1%
7635.0
1
<0.1%
7583.0
1
<0.1%
6830.0
1
<0.1%
5954.0
1
<0.1%
5924.0
1
<0.1%
5892.0
1
<0.1%
5889.0
1
<0.1%
5867.0
1
<0.1%
5855.0
1
<0.1%
5849.0
1
<0.1%
5765.0
1
<0.1%
L11
MISSING:
2,905
(26%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
L10
0.82
L12
0.81
L21
0.80
L38
0.80
L37
0.80
L22
0.80
L7
0.74
L13
0.73
L9
0.73
L8
0.71
L6
0.71
L24
0.66
L5
0.66
L36
0.65

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L23
0.42
Nombre_Banco
0.16
L34
0.14
Target
0.11
cuenta_nequi_declarada
0.08
Canal_Adquisicion
0.05
Medio_Mercadeo
0.04
Campaña_Mercadeo
0.03
L20
0.01
L32
0.00
MOST FREQUENT VALUES
0.0
1,513
18.0%
908526.0
1,253
14.9%
908527.0
104
1.2%
1000000.0
61
0.7%
1200000.0
47
0.6%
1100000.0
47
0.6%
908528.0
32
0.4%
1300000.0
32
0.4%
1500000.0
30
0.4%
1817052.0
29
0.3%
30285.0
21
0.3%
6743740.0
18
0.2%
2000000.0
18
0.2%
1600000.0
17
0.2%
1400000.0
17
0.2%
SMALLEST VALUES
0.0
1,513
18.0%
3.0
1
<0.1%
30285.0
21
0.3%
30300.0
1
<0.1%
45875.0
1
<0.1%
60000.0
1
<0.1%
60569.0
1
<0.1%
60570.0
2
<0.1%
60574.0
1
<0.1%
71952.0
1
<0.1%
87762.0
1
<0.1%
90853.0
2
<0.1%
102000.0
1
<0.1%
121137.0
3
<0.1%
151421.0
3
<0.1%
LARGEST VALUES
34524900.0
1
<0.1%
33952500.0
1
<0.1%
27286200.0
1
<0.1%
27050700.0
1
<0.1%
21277800.0
1
<0.1%
20549800.0
1
<0.1%
18879500.0
1
<0.1%
17321700.0
1
<0.1%
16126200.0
1
<0.1%
14886300.0
1
<0.1%
14863200.0
1
<0.1%
14582600.0
1
<0.1%
14133400.0
1
<0.1%
14084500.0
1
<0.1%
13957900.0
1
<0.1%
SOC17
MISSING:
57
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SOC15
0.84
SOC19
0.78
SOC25
0.69
SOC27
0.63
SOC23
0.57
SOC18
0.57
SOC26
0.54
SOC16
0.50
SOC20
0.47
SOC10
0.47
SOC3
0.47
SOC6
0.41
SOC2
0.35
SOC9
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Nombre_Banco
0.22
L34
0.19
L23
0.16
cuenta_nequi_declarada
0.11
Target
0.09
Medio_Mercadeo
0.04
Campaña_Mercadeo
0.04
L20
0.04
Canal_Adquisicion
0.03
L32
0.00
MOST FREQUENT VALUES
1.0
3,206
28.5%
0.0
2,973
26.5%
2.0
2,364
21.0%
3.0
1,406
12.5%
4.0
751
6.7%
5.0
328
2.9%
6.0
129
1.1%
7.0
55
0.5%
8.0
17
0.2%
10.0
3
<0.1%
11.0
3
<0.1%
9.0
2
<0.1%
14.0
1
<0.1%
SMALLEST VALUES
0.0
2,973
26.5%
1.0
3,206
28.5%
2.0
2,364
21.0%
3.0
1,406
12.5%
4.0
751
6.7%
5.0
328
2.9%
6.0
129
1.1%
7.0
55
0.5%
8.0
17
0.2%
9.0
2
<0.1%
10.0
3
<0.1%
11.0
3
<0.1%
14.0
1
<0.1%
LARGEST VALUES
14.0
1
<0.1%
11.0
3
<0.1%
10.0
3
<0.1%
9.0
2
<0.1%
8.0
17
0.2%
7.0
55
0.5%
6.0
129
1.1%
5.0
328
2.9%
4.0
751
6.7%
3.0
1,406
12.5%
2.0
2,364
21.0%
1.0
3,206
28.5%
0.0
2,973
26.5%
cuenta_nequi_declarada
MISSING:
---
TOP CATEGORIES
Target
0
8,983
80%
4,462
50%
1
2,312
20%
660
29%
ALL
11,295
100%
5,122
45%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cuenta_nequi_declarada
PROVIDES INFORMATION ON...
L32
1.00
Nombre_Banco
0.26
Target
0.02
L34
0.00
L23
0.00
Medio_Mercadeo
0.00
Canal_Adquisicion
0.00
Campaña_Mercadeo
0.00
L20
0.00

THESE FEATURES
GIVE INFORMATION
ON cuenta_nequi_declarada:
Nombre_Banco
1.00
Target
0.03
L23
0.01
L34
0.01
Canal_Adquisicion
0.00
Medio_Mercadeo
0.00
Campaña_Mercadeo
0.00
L20
0.00
L32
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cuenta_nequi_declarada
CORRELATION RATIO WITH...
Edad
0.14
SOC20
0.12
L36
0.12
SOC15
0.11
SOC17
0.11
SOC27
0.10
SOC19
0.10
SOC25
0.10
L5
0.10
SOC23
0.10
L21
0.09
SOC16
0.09
L4
0.09
L6
0.09
Canal_Adquisicion
MISSING:
---
TOP CATEGORIES
Target
leadgen
4,631
41%
2,346
51%
undefined
3,040
27%
1,166
38%
crezu
1,961
17%
1,103
56%
gads
1,429
13%
403
28%
facebook_ldk
192
2%
88
46%
doaff
15
<1%
5
33%
nan
11
<1%
6
55%
leadgid
5
<1%
0
0%
sms_infobip
4
<1%
3
75%
shuttle
4
<1%
1
25%
GA
2
<1%
0
0%
0
1
<1%
1
100%
ALL
11,295
100%
5,122
45%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Canal_Adquisicion
PROVIDES INFORMATION ON...
L32
1.00
Campaña_Mercadeo
0.96
Medio_Mercadeo
0.90
Target
0.03
L34
0.01
Nombre_Banco
0.01
L23
0.00
cuenta_nequi_declarada
0.00
L20
0.00

THESE FEATURES
GIVE INFORMATION
ON Canal_Adquisicion:
Medio_Mercadeo
0.73
Campaña_Mercadeo
0.49
Target
0.01
Nombre_Banco
0.01
L34
0.01
L23
0.00
cuenta_nequi_declarada
0.00
L20
0.00
L32
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Canal_Adquisicion
CORRELATION RATIO WITH...
Edad
0.12
L28
0.10
L18
0.09
L36
0.09
SOC20
0.09
L27
0.08
SOC5
0.08
capital
0.08
L5
0.08
L3
0.07
L6
0.07
L30
0.07
SOC2
0.07
SOC9
0.07
SOC23
MISSING:
57
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SOC24
0.86
SOC27
0.84
SOC25
0.69
SOC15
0.67
SOC19
0.61
SOC26
0.60
SOC16
0.60
SOC10
0.58
SOC3
0.58
SOC17
0.57
SOC20
0.46
SOC6
0.45
SOC18
0.42
SOC1
0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Nombre_Banco
0.21
L34
0.18
Target
0.10
cuenta_nequi_declarada
0.10
L23
0.09
Canal_Adquisicion
0.05
Campaña_Mercadeo
0.05
Medio_Mercadeo
0.05
L20
0.01
L32
0.00
MOST FREQUENT VALUES
5.0
1,368
12.2%
4.0
1,273
11.3%
6.0
1,252
11.1%
7.0
1,202
10.7%
3.0
1,048
9.3%
8.0
949
8.4%
9.0
800
7.1%
2.0
721
6.4%
10.0
605
5.4%
11.0
455
4.0%
1.0
405
3.6%
12.0
328
2.9%
13.0
264
2.3%
14.0
172
1.5%
0.0
110
1.0%
SMALLEST VALUES
0.0
110
1.0%
1.0
405
3.6%
2.0
721
6.4%
3.0
1,048
9.3%
4.0
1,273
11.3%
5.0
1,368
12.2%
6.0
1,252
11.1%
7.0
1,202
10.7%
8.0
949
8.4%
9.0
800
7.1%
10.0
605
5.4%
11.0
455
4.0%
12.0
328
2.9%
13.0
264
2.3%
14.0
172
1.5%
LARGEST VALUES
25.0
1
<0.1%
23.0
2
<0.1%
22.0
3
<0.1%
21.0
5
<0.1%
20.0
14
0.1%
19.0
20
0.2%
18.0
26
0.2%
17.0
49
0.4%
16.0
68
0.6%
15.0
98
0.9%
14.0
172
1.5%
13.0
264
2.3%
12.0
328
2.9%
11.0
455
4.0%
10.0
605
5.4%
L15
MISSING:
4,356
(39%)
306
4%
-
-
ANDRES
177
3%
-
-
DAVID
159
2%
-
-
ALBERTO
140
2%
-
-
ALEXANDER
136
2%
-
-
ENRIQUE
136
2%
-
-
MARIA
128
2%
-
-
ANDREA
127
2%
-
-
ANTONIO
125
2%
-
-
FERNANDO
124
2%
-
-
PAOLA
111
2%
-
-
ALEJANDRO
111
2%
-
-
JOSE
110
2%
-
-
PATRICIA
105
2%
-
-
MARCELA
105
2%
-
-
CARLOS
102
1%
-
-
EDUARDO
91
1%
-
-
MILENA
90
1%
-
-
ALEJANDRA
87
1%
-
-
FELIPE
84
1%
-
-
CAMILO
83
1%
-
-
CAROLINA
81
1%
-
-
JAVIER
78
1%
-
-
LUIS
76
1%
-
-
MAURICIO
65
<1%
-
-
DE JESUS
65
<1%
-
-
MANUEL
58
<1%
-
-
FERNANDA
58
<1%
-
-
ALFONSO
54
<1%
-
-
DARIO
51
<1%
-
-
DANIEL
50
<1%
-
-
SEBASTIAN
49
<1%
-
-
ALEXANDRA
48
<1%
-
-
LORENA
47
<1%
-
-
ISABEL
46
<1%
-
-
DEL CARMEN
44
<1%
-
-
RAFAEL
43
<1%
-
-
JOHANA
43
<1%
-
-
JOHANNA
41
<1%
-
-
ANGEL
40
<1%
-
-
JAIRO
38
<1%
-
-
TATIANA
38
<1%
-
-
ALONSO
35
<1%
-
-
ARMANDO
35
<1%
-
-
STIVEN
35
<1%
-
-
AUGUSTO
34
<1%
-
-
VIVIANA
33
<1%
-
-
LEONARDO
32
<1%
-
-
ALFREDO
31
<1%
-
-
LUCIA
31
<1%
-
-
HERNANDO
31
<1%
-
-
FABIAN
30
<1%
-
-
ORLANDO
28
<1%
-
-
ADOLFO
27
<1%
-
-
RICARDO
27
<1%
-
-
ESTEBAN
26
<1%
-
-
KATHERINE
25
<1%
-
-
JULIETH
24
<1%
-
-
IVAN
24
<1%
-
-
ALEXIS
24
<1%
-
-
FREDY
2,657
38%
-
-
(Other)
SOC30
MISSING:
57
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SOC29
0.45
SOC22
0.32
SOC10
-0.25
SOC3
-0.25
SOC21
0.22
SOC27
-0.21
SOC26
-0.21
SOC23
-0.19
SOC24
-0.19
SOC2
-0.18
SOC9
-0.18
SOC8
-0.15
SOC7
0.14
SOC1
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Nombre_Banco
0.11
Canal_Adquisicion
0.06
Target
0.06
Medio_Mercadeo
0.06
L34
0.06
L23
0.05
cuenta_nequi_declarada
0.04
Campaña_Mercadeo
0.04
L20
0.02
L32
0.00
MOST FREQUENT VALUES
0.0
110
1.0%
65.0
107
1.0%
66.0
99
0.9%
70.0
95
0.8%
69.0
90
0.8%
67.0
86
0.8%
77.0
83
0.7%
96.0
82
0.7%
78.0
80
0.7%
51.0
80
0.7%
64.0
79
0.7%
47.0
76
0.7%
68.0
75
0.7%
71.0
70
0.6%
80.0
67
0.6%
SMALLEST VALUES
0.0
110
1.0%
22.0
1
<0.1%
23.0
1
<0.1%
24.0
1
<0.1%
26.0
2
<0.1%
28.0
2
<0.1%
30.0
3
<0.1%
31.0
4
<0.1%
32.0
1
<0.1%
34.0
1
<0.1%
35.0
5
<0.1%
36.0
24
0.2%
37.0
13
0.1%
38.0
24
0.2%
39.0
14
0.1%
LARGEST VALUES
7583.0
1
<0.1%
5889.0
1
<0.1%
5217.0
1
<0.1%
5189.0
1
<0.1%
4691.0
1
<0.1%
4522.0
1
<0.1%
4382.0
1
<0.1%
4208.0
1
<0.1%
4150.0
1
<0.1%
3737.0
1
<0.1%
3718.0
1
<0.1%
3704.0
1
<0.1%
3667.0
1
<0.1%
3525.0
1
<0.1%
3497.0
1
<0.1%
L31
MISSING:
5,539
(49%)
890
15%
-
-
EPS SURA
589
10%
-
-
SANITAS
563
10%
-
-
SALUD TOTAL
525
9%
-
-
FAMISANAR
410
7%
-
-
NUEVA E.P.S.
308
5%
-
-
COMPENSAR
260
5%
-
-
COOMEVA
260
5%
-
-
MEDIMAS EPS
174
3%
-
-
EPS SURA (ANTES SUSALUD)
149
3%
-
-
SALUD TOTAL S.A. ENTIDAD PROMOTORA DE SALUD
107
2%
-
-
NUEVA EMPRESA PROMOTORA DE SALUD NUEVA EPS S.A.
104
2%
-
-
ENTIDAD PROMOTORA DE SALUD FAMISANAR LIMITADA CAFAM-COLSUBSIDIO
103
2%
-
-
ENTIDAD PROMOTORA DE SALUD SANITAS S.A.
89
2%
-
-
S.O.S. SERVICIO OCCIDENTAL DE SALUD S.A.
84
1%
-
-
COMPENSAR EPS
47
<1%
-
-
COMPENSAR ENTIDAD PROMOTORA DE SALUD
45
<1%
-
-
E.P.S. SANITAS
45
<1%
-
-
EMSSANAR
44
<1%
-
-
MUTUAL SER
42
<1%
-
-
Nueva Promotora de Salud - Nueva EPS
41
<1%
-
-
COOMEVA ENTIDAD PROMOTORA DE SALUD S.A.
39
<1%
-
-
CAPITAL SALUD
36
<1%
-
-
CAJACOPI ATLANTICO
35
<1%
-
-
CRUZ BLANCA
35
<1%
-
-
COOSALUD MOVILIDAD
34
<1%
-
-
SALUD TOTAL S.A.
32
<1%
-
-
COMPARTA
30
<1%
-
-
NUEVA EPS S.A.
29
<1%
-
-
ALIANZA MEDELLIN ANTIOQUIA EPS SAS (SAVIA SALUD)
29
<1%
-
-
COMFENALCO VALLE
28
<1%
-
-
NUEVA EPS MOVILIDAD
26
<1%
-
-
E.P.S. SANITAS S.A.
23
<1%
-
-
ASMET SALUD EPS SAS
23
<1%
-
-
FAMISANAR E.P.S. LTDA - CAFAM - COLSUBSIDIO
22
<1%
-
-
SALUD TOTAL S.A. EPS ARS
19
<1%
-
-
SAVIA SALUD
18
<1%
-
-
E.P.S. FAMISANAR LTDA. CAFAM COLSUBSIDIO
17
<1%
-
-
COMPAÑIA SURAMERICANA DE SERVICIOS DE SALUD S.A. SUSALUD
17
<1%
-
-
ENTIDAD PROMOTORA DE SALUD SERVICIO OCCIDENTAL DE SALUD S.A. S.O.S.
14
<1%
-
-
MEDIMAS MOVILIDAD
13
<1%
-
-
SERVICIO OCCIDENTAL DE SALUD EPS
13
<1%
-
-
COOMEVA EPS S.A.
13
<1%
-
-
SALUDVIDA S.A. EPS MOVILIDAD
12
<1%
-
-
EPS Y MEDICINA PREPAGADA SURAMERICANA S.A.
12
<1%
-
-
MEDIMÁS EPS S.A.S. CONTRIBUTIVO
12
<1%
-
-
CCFC53
12
<1%
-
-
ALIANSALUD EPS (ANTES COLMEDICA)
11
<1%
-
-
CCFC55
10
<1%
-
-
CAJA DE COMPENSACION FAMILIAR COMFENALCO ANTIOQUIA
10
<1%
-
-
CCFC15
10
<1%
-
-
NINGUNA EPS
9
<1%
-
-
CMRC.RECA.FOSYGA-NUEVAEPS R MOVILIDAD
9
<1%
-
-
COMFACUNDI
9
<1%
-
-
CONVIDA
9
<1%
-
-
ASOCIACIÓN MUTUAL SER EMPRESA SOLIDARIA DE SALUD E.S.S.
9
<1%
-
-
MIN002
9
<1%
-
-
AMBUQ
9
<1%
-
-
EPS-S COOSALUD MOVILIDAD
8
<1%
-
-
COMFAMILIAR HUILA
8
<1%
-
-
SALUD MIA EPS
164
3%
-
-
(Other)
L18
MISSING:
11
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
L35
0.58
SOC25
0.16
Edad
-0.14
SOC17
0.12
SOC22
-0.07
SOC21
-0.07
SOC2
0.07
SOC9
0.07
L36
0.07
SOC10
0.07
SOC3
0.07
SOC18
0.07
SOC19
0.06
SOC20
-0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L23
0.88
L34
0.34
L20
0.22
Nombre_Banco
0.16
Canal_Adquisicion
0.09
cuenta_nequi_declarada
0.08
Target
0.07
Campaña_Mercadeo
0.05
Medio_Mercadeo
0.04
L32
0.00
MOST FREQUENT VALUES
0.0
2,970
26.3%
900323853.0
60
0.5%
860007336.0
52
0.5%
860050906.0
38
0.3%
800137960.0
38
0.3%
890900608.0
37
0.3%
890206051.0
37
0.3%
860090915.0
37
0.3%
860046201.0
34
0.3%
890916883.0
30
0.3%
800215546.0
29
0.3%
900480569.0
28
0.2%
900682543.0
27
0.2%
890312749.0
27
0.2%
830065842.0
25
0.2%
SMALLEST VALUES
0.0
2,970
26.3%
509116.0
1
<0.1%
1299249.0
1
<0.1%
2768162.0
1
<0.1%
3032161.0
1
<0.1%
3121246.0
1
<0.1%
3210942.0
1
<0.1%
3216334.0
1
<0.1%
3245881.0
1
<0.1%
3414031.0
1
<0.1%
3416768.0
1
<0.1%
3469427.0
1
<0.1%
3492586.0
1
<0.1%
3493489.0
1
<0.1%
3745761.0
1
<0.1%
LARGEST VALUES
10707061162.0
1
<0.1%
1233506808.0
1
<0.1%
1233505653.0
1
<0.1%
1233504058.0
1
<0.1%
1233491435.0
1
<0.1%
1216720987.0
1
<0.1%
1214736001.0
1
<0.1%
1194417092.0
1
<0.1%
1193031958.0
1
<0.1%
1193030451.0
1
<0.1%
1152435399.0
1
<0.1%
1152200065.0
1
<0.1%
1151955088.0
1
<0.1%
1151184878.0
1
<0.1%
1149434349.0
1
<0.1%
SOC26
MISSING:
57
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SOC27
0.78
SOC18
0.76
SOC2
0.74
SOC9
0.74
SOC19
0.69
SOC10
0.68
SOC3
0.68
SOC15
0.63
SOC23
0.60
SOC16
0.56
SOC17
0.54
SOC25
0.49
SOC24
0.47
SOC6
0.45

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Nombre_Banco
0.21
L34
0.17
Target
0.15
cuenta_nequi_declarada
0.09
L23
0.08
Canal_Adquisicion
0.07
Medio_Mercadeo
0.06
Campaña_Mercadeo
0.05
L20
0.00
L32
0.00
MOST FREQUENT VALUES
99.0
281
2.5%
18.0
264
2.3%
19.0
263
2.3%
20.0
261
2.3%
15.0
254
2.3%
21.0
249
2.2%
11.0
246
2.2%
14.0
245
2.2%
10.0
243
2.2%
17.0
242
2.2%
24.0
241
2.1%
13.0
240
2.1%
26.0
234
2.1%
22.0
233
2.1%
16.0
233
2.1%
SMALLEST VALUES
0.0
110
1.0%
1.0
40
0.4%
2.0
110
1.0%
3.0
84
0.7%
4.0
143
1.3%
5.0
127
1.1%
6.0
190
1.7%
7.0
173
1.5%
8.0
214
1.9%
9.0
220
2.0%
10.0
243
2.2%
11.0
246
2.2%
12.0
221
2.0%
13.0
240
2.1%
14.0
245
2.2%
LARGEST VALUES
99.0
281
2.5%
98.0
37
0.3%
97.0
59
0.5%
96.0
24
0.2%
95.0
24
0.2%
94.0
14
0.1%
93.0
21
0.2%
92.0
26
0.2%
91.0
16
0.1%
90.0
17
0.2%
89.0
24
0.2%
88.0
23
0.2%
87.0
19
0.2%
86.0
17
0.2%
85.0
19
0.2%
L37
MISSING:
5,748
(51%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
L38
1.00
L21
0.99
L22
0.93
L24
0.86
L3
0.85
L7
0.84
L4
0.84
L6
0.84
L5
0.83
L8
0.83
L9
0.81
L36
0.81
L11
0.80
L10
0.80

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L23
0.44
L20
0.28
L34
0.16
Nombre_Banco
0.14
Target
0.11
cuenta_nequi_declarada
0.08
Canal_Adquisicion
0.06
Medio_Mercadeo
0.05
Campaña_Mercadeo
0.03
L32
0.00
MOST FREQUENT VALUES
1364490.0
135
2.4%
979200.0
50
0.9%
1256290.0
42
0.8%
1191360.0
37
0.7%
1213750.0
24
0.4%
1466240.0
16
0.3%
1265070.0
16
0.3%
1258540.0
13
0.2%
1254090.0
12
0.2%
1201110.0
12
0.2%
1076750.0
8
0.1%
917473.0
7
0.1%
1641090.0
7
0.1%
1256040.0
7
0.1%
1141310.0
7
0.1%
SMALLEST VALUES
176263.0
2
<0.1%
702565.0
1
<0.1%
727128.0
1
<0.1%
761163.0
1
<0.1%
777010.0
1
<0.1%
782928.0
1
<0.1%
787154.0
1
<0.1%
787155.0
1
<0.1%
798706.0
1
<0.1%
800041.0
1
<0.1%
800685.0
1
<0.1%
801492.0
1
<0.1%
805146.0
1
<0.1%
805922.0
1
<0.1%
807171.0
1
<0.1%
LARGEST VALUES
32555300.0
1
<0.1%
25558400.0
1
<0.1%
17543900.0
1
<0.1%
16691900.0
1
<0.1%
14928000.0
1
<0.1%
14378800.0
1
<0.1%
12840300.0
1
<0.1%
12495300.0
1
<0.1%
12070800.0
1
<0.1%
11973200.0
1
<0.1%
11611300.0
1
<0.1%
11345100.0
1
<0.1%
11180500.0
1
<0.1%
11164000.0
1
<0.1%
11114600.0
1
<0.1%
SOC25
MISSING:
57
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SOC17
0.69
SOC23
0.69
SOC27
0.67
SOC15
0.65
SOC19
0.61
SOC26
0.49
SOC10
0.46
SOC3
0.46
SOC16
0.46
SOC18
0.44
SOC6
0.36
SOC20
0.35
SOC2
0.30
SOC9
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Nombre_Banco
0.22
L23
0.19
L34
0.18
cuenta_nequi_declarada
0.10
Target
0.09
L20
0.06
Canal_Adquisicion
0.05
Medio_Mercadeo
0.04
Campaña_Mercadeo
0.03
L32
0.00
MOST FREQUENT VALUES
1.0
3,087
27.5%
2.0
2,604
23.2%
0.0
2,376
21.1%
3.0
1,664
14.8%
4.0
904
8.0%
5.0
385
3.4%
6.0
149
1.3%
7.0
46
0.4%
8.0
16
0.1%
9.0
6
<0.1%
10.0
1
<0.1%
SMALLEST VALUES
0.0
2,376
21.1%
1.0
3,087
27.5%
2.0
2,604
23.2%
3.0
1,664
14.8%
4.0
904
8.0%
5.0
385
3.4%
6.0
149
1.3%
7.0
46
0.4%
8.0
16
0.1%
9.0
6
<0.1%
10.0
1
<0.1%
LARGEST VALUES
10.0
1
<0.1%
9.0
6
<0.1%
8.0
16
0.1%
7.0
46
0.4%
6.0
149
1.3%
5.0
385
3.4%
4.0
904
8.0%
3.0
1,664
14.8%
2.0
2,604
23.2%
1.0
3,087
27.5%
0.0
2,376
21.1%
SOC5
MISSING:
57
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SOC7
0.51
SOC6
0.45
SOC26
0.37
SOC19
0.35
SOC27
0.35
SOC15
0.33
SOC18
0.31
SOC10
0.31
SOC3
0.31
SOC20
0.31
SOC16
0.30
SOC17
0.27
SOC23
0.27
Edad
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Nombre_Banco
0.17
Target
0.14
L34
0.11
Medio_Mercadeo
0.08
Canal_Adquisicion
0.08
Campaña_Mercadeo
0.07
cuenta_nequi_declarada
0.05
L20
0.03
L23
0.02
L32
0.00
MOST FREQUENT VALUES
0.0
2,159
19.2%
77.0
16
0.1%
126.0
15
0.1%
1022.0
15
0.1%
99.0
14
0.1%
68.0
14
0.1%
503.0
13
0.1%
127.0
13
0.1%
96.0
13
0.1%
158.0
13
0.1%
130.0
12
0.1%
97.0
12
0.1%
190.0
12
0.1%
857.0
11
<0.1%
1053.0
11
<0.1%
SMALLEST VALUES
0.0
2,159
19.2%
37.0
2
<0.1%
38.0
3
<0.1%
41.0
2
<0.1%
42.0
2
<0.1%
43.0
2
<0.1%
44.0
7
<0.1%
45.0
2
<0.1%
46.0
5
<0.1%
47.0
4
<0.1%
48.0
4
<0.1%
49.0
4
<0.1%
50.0
3
<0.1%
51.0
3
<0.1%
52.0
5
<0.1%
LARGEST VALUES
10091.0
1
<0.1%
9447.0
1
<0.1%
9138.0
1
<0.1%
8977.0
1
<0.1%
8725.0
1
<0.1%
8526.0
1
<0.1%
8471.0
1
<0.1%
8307.0
1
<0.1%
8225.0
1
<0.1%
8017.0
1
<0.1%
7898.0
1
<0.1%
7887.0
1
<0.1%
7753.0
1
<0.1%
7680.0
1
<0.1%
7660.0
1
<0.1%
L14
MISSING:
2,981
(26%)
261
3%
-
-
JUAN
233
3%
-
-
JOSE
222
3%
-
-
LUIS
190
2%
-
-
CARLOS
152
2%
-
-
MARIA
148
2%
-
-
DIANA
106
1%
-
-
ANDRES
104
1%
-
-
DIEGO
103
1%
-
-
JORGE
94
1%
-
-
JOHN
89
1%
-
-
CRISTIAN
88
1%
-
-
SANDRA
82
<1%
-
-
JHON
81
<1%
-
-
OSCAR
75
<1%
-
-
LUZ
63
<1%
-
-
LEIDY
60
<1%
-
-
EDWIN
60
<1%
-
-
MIGUEL
59
<1%
-
-
DANIEL
57
<1%
-
-
ANA
54
<1%
-
-
ANGIE
54
<1%
-
-
VICTOR
53
<1%
-
-
LAURA
51
<1%
-
-
JESUS
50
<1%
-
-
JULIAN
49
<1%
-
-
CLAUDIA
48
<1%
-
-
LINA
46
<1%
-
-
HECTOR
46
<1%
-
-
JAVIER
43
<1%
-
-
KAREN
42
<1%
-
-
ADRIANA
42
<1%
-
-
WILLIAM
41
<1%
-
-
JAIME
40
<1%
-
-
DAVID
38
<1%
-
-
EDGAR
38
<1%
-
-
SERGIO
37
<1%
-
-
CESAR
35
<1%
-
-
WILSON
34
<1%
-
-
IVAN
34
<1%
-
-
ANDREA
33
<1%
-
-
LUISA
32
<1%
-
-
DANIELA
31
<1%
-
-
MONICA
31
<1%
-
-
ALEXANDER
31
<1%
-
-
PEDRO
31
<1%
-
-
YEISON
30
<1%
-
-
WILMER
30
<1%
-
-
BRAYAN
30
<1%
-
-
MAURICIO
30
<1%
-
-
KEVIN
29
<1%
-
-
JESSICA
29
<1%
-
-
FABIAN
29
<1%
-
-
JENNY
29
<1%
-
-
SEBASTIAN
29
<1%
-
-
JULIO
28
<1%
-
-
JOHAN
28
<1%
-
-
GUSTAVO
27
<1%
-
-
MARTHA
27
<1%
-
-
VIVIANA
27
<1%
-
-
MANUEL
4,521
54%
-
-
(Other)
L10
MISSING:
2,905
(26%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
L11
0.82
L22
0.81
L38
0.80
L37
0.80
L21
0.80
L12
0.77
L13
0.72
L9
0.70
L7
0.70
L6
0.70
L5
0.68
L8
0.68
L24
0.65
L36
0.63

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L23
0.41
Nombre_Banco
0.15
L34
0.14
Target
0.10
cuenta_nequi_declarada
0.08
Canal_Adquisicion
0.06
Medio_Mercadeo
0.04
Campaña_Mercadeo
0.03
L20
0.01
L32
0.00
MOST FREQUENT VALUES
0.0
1,340
16.0%
908526.0
1,308
15.6%
908527.0
95
1.1%
1000000.0
65
0.8%
1200000.0
45
0.5%
1100000.0
44
0.5%
1500000.0
30
0.4%
1300000.0
29
0.3%
1817052.0
28
0.3%
908528.0
26
0.3%
909000.0
21
0.3%
1800000.0
19
0.2%
1400000.0
17
0.2%
2000000.0
17
0.2%
1150000.0
15
0.2%
SMALLEST VALUES
0.0
1,340
16.0%
1.0
1
<0.1%
30285.0
14
0.2%
31000.0
1
<0.1%
35319.0
1
<0.1%
41428.0
1
<0.1%
44887.0
1
<0.1%
57477.0
1
<0.1%
60569.0
1
<0.1%
90853.0
1
<0.1%
91567.0
1
<0.1%
93370.0
1
<0.1%
121137.0
3
<0.1%
126392.0
1
<0.1%
150000.0
1
<0.1%
LARGEST VALUES
52306500.0
1
<0.1%
47846100.0
1
<0.1%
23867100.0
1
<0.1%
20170700.0
1
<0.1%
19642000.0
1
<0.1%
18879500.0
1
<0.1%
17183100.0
1
<0.1%
17014500.0
1
<0.1%
16604700.0
1
<0.1%
16012000.0
1
<0.1%
15697400.0
1
<0.1%
15100200.0
1
<0.1%
14886300.0
1
<0.1%
14390200.0
1
<0.1%
13926000.0
1
<0.1%
L25
MISSING:
2,981
(26%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
L26
0.97
L2
0.77
L21
0.75
L37
0.67
L38
0.67
L22
0.60
L9
0.58
L27
0.58
L8
0.56
L12
0.55
L11
0.54
L10
0.53
L4
0.52
L13
0.51

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L23
0.32
Nombre_Banco
0.10
L34
0.09
cuenta_nequi_declarada
0.06
Target
0.05
L20
0.03
Canal_Adquisicion
0.03
Medio_Mercadeo
0.03
Campaña_Mercadeo
0.02
L32
0.00
MOST FREQUENT VALUES
908526.0
833
10.0%
1000000.0
165
2.0%
908527.0
154
1.9%
1817050.0
100
1.2%
1200000.0
51
0.6%
908528.0
42
0.5%
908550.0
40
0.5%
1817060.0
34
0.4%
1100000.0
33
0.4%
1300000.0
31
0.4%
2000000.0
29
0.3%
1817080.0
28
0.3%
1500000.0
26
0.3%
1400000.0
24
0.3%
909000.0
20
0.2%
SMALLEST VALUES
30285.0
16
0.2%
30300.0
1
<0.1%
31547.0
1
<0.1%
60569.0
4
<0.1%
90853.0
2
<0.1%
92853.0
1
<0.1%
104333.0
1
<0.1%
151423.0
1
<0.1%
151451.0
1
<0.1%
181706.0
1
<0.1%
211990.0
1
<0.1%
329863.0
1
<0.1%
333127.0
1
<0.1%
454263.0
6
<0.1%
484553.0
1
<0.1%
LARGEST VALUES
242424000.0
1
<0.1%
70952000.0
1
<0.1%
52306500.0
1
<0.1%
51431200.0
1
<0.1%
47846100.0
1
<0.1%
46722000.0
1
<0.1%
40525000.0
1
<0.1%
34524900.0
1
<0.1%
33952500.0
1
<0.1%
33952300.0
1
<0.1%
30771800.0
1
<0.1%
30672800.0
1
<0.1%
27636700.0
1
<0.1%
26892000.0
1
<0.1%
26649200.0
1
<0.1%
L4
MISSING:
2,905
(26%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
L37
0.84
L38
0.84
L21
0.78
L22
0.74
L3
0.74
L5
0.70
L8
0.68
L24
0.68
L9
0.65
L36
0.64
L6
0.63
L13
0.62
L7
0.62
L11
0.59

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L23
0.46
L34
0.16
Nombre_Banco
0.16
Target
0.11
cuenta_nequi_declarada
0.09
Canal_Adquisicion
0.07
Medio_Mercadeo
0.05
Campaña_Mercadeo
0.03
L20
0.03
L32
0.00
MOST FREQUENT VALUES
908526.0
1,439
17.2%
0.0
700
8.3%
908527.0
99
1.2%
1200000.0
77
0.9%
1000000.0
76
0.9%
1100000.0
44
0.5%
1500000.0
40
0.5%
1300000.0
39
0.5%
908528.0
34
0.4%
2000000.0
31
0.4%
1800000.0
29
0.3%
1817052.0
27
0.3%
1400000.0
26
0.3%
909000.0
26
0.3%
2324380.0
22
0.3%
SMALLEST VALUES
0.0
700
8.3%
30285.0
19
0.2%
30300.0
2
<0.1%
31547.0
1
<0.1%
37834.0
1
<0.1%
44186.0
1
<0.1%
53334.0
1
<0.1%
57556.0
1
<0.1%
60569.0
2
<0.1%
60570.0
1
<0.1%
61570.0
1
<0.1%
73333.0
1
<0.1%
73334.0
1
<0.1%
84975.0
1
<0.1%
90853.0
5
<0.1%
LARGEST VALUES
51868100.0
1
<0.1%
26649200.0
1
<0.1%
26248400.0
1
<0.1%
23621726.0
1
<0.1%
21906500.0
1
<0.1%
21392300.0
1
<0.1%
20941900.0
1
<0.1%
17282300.0
1
<0.1%
15398000.0
1
<0.1%
14899500.0
1
<0.1%
14598400.0
1
<0.1%
14000000.0
1
<0.1%
13393900.0
1
<0.1%
13097600.0
1
<0.1%
13041000.0
1
<0.1%
SOC1
MISSING:
57
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SOC27
0.42
SOC23
0.40
SOC6
0.40
SOC26
0.39
SOC10
0.39
SOC3
0.39
SOC24
0.35
SOC15
0.32
SOC8
0.31
SOC7
-0.30
SOC19
0.30
SOC16
0.30
SOC25
0.28
SOC2
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Nombre_Banco
0.10
L34
0.10
Canal_Adquisicion
0.06
L23
0.05
Campaña_Mercadeo
0.05
Medio_Mercadeo
0.05
cuenta_nequi_declarada
0.03
Target
0.03
L20
0.01
L32
0.00
MOST FREQUENT VALUES
2.0
3,043
27.1%
1.0
2,605
23.2%
3.0
2,388
21.2%
4.0
1,483
13.2%
5.0
754
6.7%
6.0
402
3.6%
0.0
263
2.3%
7.0
163
1.5%
8.0
80
0.7%
9.0
32
0.3%
10.0
8
<0.1%
11.0
7
<0.1%
12.0
7
<0.1%
13.0
1
<0.1%
14.0
1
<0.1%
SMALLEST VALUES
0.0
263
2.3%
1.0
2,605
23.2%
2.0
3,043
27.1%
3.0
2,388
21.2%
4.0
1,483
13.2%
5.0
754
6.7%
6.0
402
3.6%
7.0
163
1.5%
8.0
80
0.7%
9.0
32
0.3%
10.0
8
<0.1%
11.0
7
<0.1%
12.0
7
<0.1%
13.0
1
<0.1%
14.0
1
<0.1%
LARGEST VALUES
19.0
1
<0.1%
14.0
1
<0.1%
13.0
1
<0.1%
12.0
7
<0.1%
11.0
7
<0.1%
10.0
8
<0.1%
9.0
32
0.3%
8.0
80
0.7%
7.0
163
1.5%
6.0
402
3.6%
5.0
754
6.7%
4.0
1,483
13.2%
3.0
2,388
21.2%
2.0
3,043
27.1%
1.0
2,605
23.2%
L3
MISSING:
2,905
(26%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
L37
0.85
L38
0.85
L4
0.74
L21
0.73
L22
0.69
L24
0.66
L5
0.65
L6
0.60
L36
0.60
L7
0.60
L8
0.60
L13
0.58
L9
0.56
L10
0.55

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L23
0.46
L34
0.17
Nombre_Banco
0.15
Target
0.12
cuenta_nequi_declarada
0.08
Canal_Adquisicion
0.07
Medio_Mercadeo
0.06
Campaña_Mercadeo
0.03
L20
0.03
L32
0.00
MOST FREQUENT VALUES
908526.0
1,419
16.9%
0.0
768
9.2%
908527.0
92
1.1%
1000000.0
82
1.0%
1200000.0
76
0.9%
1300000.0
48
0.6%
1100000.0
45
0.5%
1500000.0
43
0.5%
2000000.0
36
0.4%
908528.0
32
0.4%
1800000.0
28
0.3%
909000.0
24
0.3%
1817052.0
24
0.3%
1400000.0
20
0.2%
908550.0
20
0.2%
SMALLEST VALUES
0.0
768
9.2%
30285.0
14
0.2%
30300.0
2
<0.1%
40000.0
1
<0.1%
60569.0
6
<0.1%
73327.0
1
<0.1%
73334.0
1
<0.1%
83703.0
1
<0.1%
90853.0
4
<0.1%
90854.0
1
<0.1%
90900.0
1
<0.1%
93150.0
1
<0.1%
121137.0
3
<0.1%
121334.0
1
<0.1%
151421.0
3
<0.1%
LARGEST VALUES
51868100.0
1
<0.1%
37572400.0
1
<0.1%
26892000.0
1
<0.1%
22713200.0
1
<0.1%
17890700.0
1
<0.1%
17583400.0
1
<0.1%
16341800.0
1
<0.1%
15575300.0
1
<0.1%
15000000.0
1
<0.1%
14959700.0
1
<0.1%
13963300.0
1
<0.1%
13796100.0
1
<0.1%
13041000.0
1
<0.1%
12899300.0
1
<0.1%
12860700.0
1
<0.1%
SOC9
MISSING:
57
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SOC2
1.00
SOC26
0.74
SOC18
0.71
SOC10
0.69
SOC3
0.69
SOC27
0.46
SOC19
0.45
SOC15
0.39
SOC17
0.35
SOC23
0.34
SOC16
0.34
SOC8
0.31
SOC25
0.30
SOC1
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Nombre_Banco
0.15
L34
0.13
Target
0.13
L23
0.09
Canal_Adquisicion
0.07
Medio_Mercadeo
0.07
Campaña_Mercadeo
0.04
cuenta_nequi_declarada
0.03
L20
0.02
L32
0.00
MOST FREQUENT VALUES
5.0
806
7.2%
4.0
783
7.0%
6.0
770
6.9%
3.0
745
6.6%
7.0
732
6.5%
9.0
649
5.8%
8.0
640
5.7%
2.0
601
5.3%
10.0
508
4.5%
11.0
461
4.1%
12.0
444
4.0%
1.0
404
3.6%
14.0
337
3.0%
13.0
332
3.0%
15.0
272
2.4%
SMALLEST VALUES
0.0
199
1.8%
1.0
404
3.6%
2.0
601
5.3%
3.0
745
6.6%
4.0
783
7.0%
5.0
806
7.2%
6.0
770
6.9%
7.0
732
6.5%
8.0
640
5.7%
9.0
649
5.8%
10.0
508
4.5%
11.0
461
4.1%
12.0
444
4.0%
13.0
332
3.0%
14.0
337
3.0%
LARGEST VALUES
99.0
6
<0.1%
98.0
1
<0.1%
96.0
3
<0.1%
95.0
2
<0.1%
92.0
3
<0.1%
91.0
2
<0.1%
87.0
1
<0.1%
86.0
1
<0.1%
85.0
5
<0.1%
84.0
1
<0.1%
83.0
4
<0.1%
82.0
3
<0.1%
81.0
1
<0.1%
79.0
3
<0.1%
77.0
4
<0.1%
L20
MISSING:
2,981
(26%)
TOP CATEGORIES
Target
0.0
6,747
81%
2,795
41%
1.0
1,567
19%
777
50%
ALL
8,314
100%
5,122
45%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
L20
PROVIDES INFORMATION ON...
L32
1.00
L23
0.04
L34
0.00
Nombre_Banco
0.00
Target
0.00
Campaña_Mercadeo
0.00
Canal_Adquisicion
0.00
Medio_Mercadeo
0.00
cuenta_nequi_declarada
0.00

THESE FEATURES
GIVE INFORMATION
ON L20:
L23
0.13
L34
0.01
Nombre_Banco
0.01
Canal_Adquisicion
0.00
Medio_Mercadeo
0.00
Campaña_Mercadeo
0.00
Target
0.00
cuenta_nequi_declarada
0.00
L32
-0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L20
CORRELATION RATIO WITH...
L35
0.42
L1
0.42
L30
0.39
L38
0.28
L37
0.28
L18
0.22
L36
0.10
Edad
0.07
L26
0.06
L24
0.06
capital
0.06
SOC25
0.06
L28
0.05
L22
0.04
L6
MISSING:
2,905
(26%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
L7
0.86
L38
0.84
L37
0.84
L5
0.81
L22
0.80
L21
0.77
L11
0.71
L12
0.71
L10
0.70
L36
0.69
L24
0.68
L8
0.68
L9
0.65
L4
0.63

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L23
0.48
L34
0.17
Nombre_Banco
0.16
Target
0.12
cuenta_nequi_declarada
0.09
Canal_Adquisicion
0.07
Medio_Mercadeo
0.05
Campaña_Mercadeo
0.04
L20
0.01
L32
0.00
MOST FREQUENT VALUES
908526.0
1,404
16.7%
0.0
891
10.6%
908527.0
98
1.2%
1200000.0
71
0.8%
1000000.0
61
0.7%
1300000.0
49
0.6%
1100000.0
40
0.5%
1500000.0
36
0.4%
1817052.0
34
0.4%
1400000.0
28
0.3%
908550.0
23
0.3%
909000.0
21
0.3%
1800000.0
21
0.3%
30285.0
21
0.3%
2000000.0
20
0.2%
SMALLEST VALUES
0.0
891
10.6%
1.0
1
<0.1%
27604.0
1
<0.1%
30285.0
21
0.3%
30300.0
1
<0.1%
40000.0
1
<0.1%
60569.0
4
<0.1%
60570.0
1
<0.1%
60574.0
1
<0.1%
60600.0
1
<0.1%
61893.0
1
<0.1%
67285.0
1
<0.1%
85388.0
1
<0.1%
86667.0
1
<0.1%
90853.0
4
<0.1%
LARGEST VALUES
28274700.0
1
<0.1%
22713200.0
1
<0.1%
17351900.0
1
<0.1%
16494300.0
1
<0.1%
15398000.0
1
<0.1%
14556800.0
1
<0.1%
14413000.0
1
<0.1%
14320200.0
1
<0.1%
14275200.0
1
<0.1%
13493600.0
1
<0.1%
13211900.0
1
<0.1%
13208000.0
1
<0.1%
13080700.0
2
<0.1%
12953300.0
2
<0.1%
12727700.0
1
<0.1%
Nombre_Banco
MISSING:
---
TOP CATEGORIES
Target
DE BOGOTA
2,781
25%
523
19%
NEQUI
2,312
20%
660
29%
BANCOLOMBIA S.A
1,837
16%
1,837
100%
BBVA
1,740
15%
391
22%
AV VILLAS
1,152
10%
273
24%
DAVIVIENDA
862
8%
862
100%
CAJA SOCIAL
255
2%
255
100%
COLPATRIA
144
1%
144
100%
POPULAR
74
<1%
74
100%
FALABELLA
45
<1%
45
100%
COOMEVA
40
<1%
14
35%
AGRARIO
40
<1%
40
100%
CONFIAR S.A.
11
<1%
3
27%
COTRAFA
2
<1%
1
50%
ALL
11,295
100%
5,122
45%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Nombre_Banco
PROVIDES INFORMATION ON...
L32
1.00
cuenta_nequi_declarada
1.00
Target
0.44
L34
0.02
L23
0.02
Medio_Mercadeo
0.01
Canal_Adquisicion
0.01
Campaña_Mercadeo
0.01
L20
0.01

THESE FEATURES
GIVE INFORMATION
ON Nombre_Banco:
cuenta_nequi_declarada
0.26
Target
0.16
L23
0.01
L34
0.01
Canal_Adquisicion
0.01
Medio_Mercadeo
0.01
Campaña_Mercadeo
0.00
L20
0.00
L32
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Nombre_Banco
CORRELATION RATIO WITH...
SOC25
0.22
SOC17
0.22
SOC27
0.22
SOC23
0.21
SOC26
0.21
SOC15
0.21
L36
0.20
SOC19
0.19
SOC24
0.19
SOC10
0.18
SOC3
0.18
L28
0.18
Edad
0.17
L5
0.17
SOC14
MISSING:
57
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SOC12
0.47
SOC13
0.42
SOC28
0.35
SOC8
-0.27
SOC20
0.16
SOC6
0.15
Edad
0.13
SOC15
0.12
SOC19
0.12
SOC7
0.11
SOC16
0.11
L38
0.10
L37
0.10
SOC5
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L34
0.06
Canal_Adquisicion
0.05
Medio_Mercadeo
0.04
Nombre_Banco
0.03
cuenta_nequi_declarada
0.02
Campaña_Mercadeo
0.02
L20
0.02
L23
0.01
Target
0.01
L32
0.00
MOST FREQUENT VALUES
0.0
199
1.8%
97.0
20
0.2%
381.0
20
0.2%
674.0
20
0.2%
187.0
18
0.2%
96.0
17
0.2%
98.0
17
0.2%
105.0
17
0.2%
710.0
16
0.1%
138.0
16
0.1%
119.0
16
0.1%
175.0
16
0.1%
67.0
16
0.1%
80.0
15
0.1%
82.0
15
0.1%
SMALLEST VALUES
0.0
199
1.8%
32.0
1
<0.1%
35.0
1
<0.1%
36.0
3
<0.1%
38.0
3
<0.1%
39.0
2
<0.1%
40.0
6
<0.1%
41.0
2
<0.1%
42.0
2
<0.1%
43.0
1
<0.1%
44.0
6
<0.1%
45.0
6
<0.1%
46.0
5
<0.1%
47.0
9
<0.1%
48.0
6
<0.1%
LARGEST VALUES
22344.0
1
<0.1%
22338.0
1
<0.1%
22337.0
1
<0.1%
22336.0
1
<0.1%
22333.0
2
<0.1%
22332.0
2
<0.1%
22331.0
1
<0.1%
22327.0
1
<0.1%
22326.0
2
<0.1%
22325.0
1
<0.1%
22324.0
1
<0.1%
22319.0
1
<0.1%
22314.0
2
<0.1%
22312.0
1
<0.1%
22309.0
1
<0.1%
L34
MISSING:
11
(<1%)
TOP CATEGORIES
Target
0
8,218
73%
3,920
48%
26-35
1,430
13%
566
40%
18-25
753
7%
318
42%
36-45
734
7%
267
36%
46-55
129
1%
45
35%
56+
20
<1%
4
20%
ALL
11,284
100%
5,122
45%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
L34
PROVIDES INFORMATION ON...
L32
1.00
L23
0.08
Campaña_Mercadeo
0.01
Nombre_Banco
0.01
L20
0.01
cuenta_nequi_declarada
0.01
Medio_Mercadeo
0.01
Canal_Adquisicion
0.01
Target
0.01

THESE FEATURES
GIVE INFORMATION
ON L34:
L23
0.11
Nombre_Banco
0.02
Canal_Adquisicion
0.01
Medio_Mercadeo
0.01
Campaña_Mercadeo
0.01
Target
0.00
cuenta_nequi_declarada
0.00
L20
0.00
L32
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L34
CORRELATION RATIO WITH...
Edad
0.40
L18
0.34
SOC20
0.33
L28
0.30
L36
0.29
L35
0.28
L1
0.28
L30
0.26
SOC6
0.26
SOC15
0.23
SOC19
0.22
SOC16
0.21
L24
0.20
SOC17
0.19
L17
MISSING:
3,185
(28%)
157
2%
-
-
RODRIGUEZ
141
2%
-
-
MARTINEZ
121
1%
-
-
GARCIA
119
1%
-
-
GONZALEZ
110
1%
-
-
SANCHEZ
107
1%
-
-
GOMEZ
103
1%
-
-
HERNANDEZ
100
1%
-
-
LOPEZ
89
1%
-
-
DIAZ
79
<1%
-
-
PEREZ
76
<1%
-
-
RAMIREZ
72
<1%
-
-
TORRES
71
<1%
-
-
VARGAS
65
<1%
-
-
CASTRO
58
<1%
-
-
JIMENEZ
56
<1%
-
-
GUTIERREZ
55
<1%
-
-
ROJAS
54
<1%
-
-
ROMERO
50
<1%
-
-
ORTIZ
49
<1%
-
-
HERRERA
48
<1%
-
-
ALVAREZ
47
<1%
-
-
MORENO
47
<1%
-
-
VALENCIA
41
<1%
-
-
RUIZ
40
<1%
-
-
VELASQUEZ
39
<1%
-
-
SUAREZ
38
<1%
-
-
QUINTERO
35
<1%
-
-
FLOREZ
34
<1%
-
-
CARDENAS
33
<1%
-
-
MORALES
33
<1%
-
-
RAMOS
32
<1%
-
-
MARIN
32
<1%
-
-
RIVERA
32
<1%
-
-
CORTES
32
<1%
-
-
MUÑOZ
32
<1%
-
-
MENDOZA
31
<1%
-
-
GUZMAN
30
<1%
-
-
OSPINA
30
<1%
-
-
RESTREPO
30
<1%
-
-
CASTILLO
29
<1%
-
-
PARRA
29
<1%
-
-
MOSQUERA
29
<1%
-
-
CARDONA
29
<1%
-
-
ZAPATA
29
<1%
-
-
GARZON
28
<1%
-
-
CRUZ
28
<1%
-
-
MORA
28
<1%
-
-
MOLINA
27
<1%
-
-
CORREA
27
<1%
-
-
ACOSTA
27
<1%
-
-
MONTOYA
27
<1%
-
-
FERNANDEZ
27
<1%
-
-
GIRALDO
26
<1%
-
-
JARAMILLO
26
<1%
-
-
SIERRA
26
<1%
-
-
RINCON
25
<1%
-
-
OSORIO
25
<1%
-
-
CALDERON
25
<1%
-
-
MEDINA
24
<1%
-
-
RIOS
5,121
63%
-
-
(Other)
L19
MISSING:
2,981
(26%)
33
<1%
-
-
CAJA COLOMBIANA DE SUBSIDIO FAMILIAR COLSUBSI
31
<1%
-
-
ADECCO COLOMBIA S.A
30
<1%
-
-
MANPOWER DE COLOMBIA LTDA
28
<1%
-
-
JERONIMO MARTINS COLOMBIA SAS
27
<1%
-
-
TELEPERFORMANCE COLOMBIA S.A.S
24
<1%
-
-
TELEPERFORMANCE COLOMBIA S A S
23
<1%
-
-
ORGANIZACION SERVICIOS Y ASESORIAS SAS
22
<1%
-
-
FORTOX S.A.
22
<1%
-
-
ALMACENES EXITO S A
21
<1%
-
-
SEGURIDAD SUPERIOR LTDA
20
<1%
-
-
PROSEGUR VIGILANCIA Y SEGURIDAD PRIVADA LTDA
20
<1%
-
-
SEGURIDAD ATLAS LIMITADA
20
<1%
-
-
INSTITUTO NACIONAL PENITENCIARIO Y CARCELARIO
19
<1%
-
-
COLSUBSIDIO
19
<1%
-
-
SITEL DE COLOMBIA S A
19
<1%
-
-
ATENTO COLOMBIA S.A
18
<1%
-
-
FONDO DE PENSIONES OBLIGATORIAS PROTECCION RETIRO PROGRAMADO
18
<1%
-
-
ACTIVOS SAS
18
<1%
-
-
EFICACIA S.A
18
<1%
-
-
CAJA DE COMPENSACION FAMILIAR COMPENSAR
17
<1%
-
-
SEGURIDAD DE OCCIDENTE LTDA
17
<1%
-
-
SECURITAS COLOMBIA S A
16
<1%
-
-
S E N A
15
<1%
-
-
ALMACENES EXITO S.A
15
<1%
-
-
MEDICALL TALENTO HUMANO
15
<1%
-
-
VISION Y MARKETING
15
<1%
-
-
SECRETARIA DE EDUCACION DE ANTIOQUIA
14
<1%
-
-
ORGANIZACION SERVICIOS Y ASESORIAS S.A.S
14
<1%
-
-
ACTIVOS S.A
14
<1%
-
-
ADMINISTRADORA COLOMBIANA DE PENSIONES COLPENSIONE
14
<1%
-
-
MERCADERIA S.A.S
14
<1%
-
-
VENTAS Y SERVICIOS S.A.
13
<1%
-
-
SUMMAR PROCESOS S.A.S.
13
<1%
-
-
LISTOS S.A.S.
13
<1%
-
-
EXTRAS S.A
13
<1%
-
-
EMTELCO S A
13
<1%
-
-
MULTIENLACE S.A.S
13
<1%
-
-
ALIADOS LABORALES SAS
12
<1%
-
-
MEDICALL TALENTO HUMANO S A S
12
<1%
-
-
CONSORCIO FOPEP
12
<1%
-
-
EFICACIA S A
12
<1%
-
-
CONTACTAMOS SAS
11
<1%
-
-
ACCION DEL CAUCA S A
11
<1%
-
-
PERMODA LTDA
11
<1%
-
-
JIRO S.A.
11
<1%
-
-
CENCOSUD COLOMBIA SA
11
<1%
-
-
EJERCITO NACIONAL
11
<1%
-
-
TEMPORAL SAS
11
<1%
-
-
BANCO DE BOGOTA S A
11
<1%
-
-
UAE DIRECCION DE IMPUESTOS Y ADUANAS NACIONAL
11
<1%
-
-
TEMPORALES ALIANZA S A
10
<1%
-
-
EMPRESA DE TRANSPORTE INTEGRADO DE BOGOTA SAS
10
<1%
-
-
FISCALIA GENERAL DE LA NACION NIVEL CENTRAL
10
<1%
-
-
SECRETARIA DE EDUCACION DEPARTAMENTAL DEL CESAR
10
<1%
-
-
UNIVERSIDAD COOPERATIVA DE COLOMBIA
10
<1%
-
-
REDES HUMANAS S.A.
10
<1%
-
-
SEGURIDAD Y VIGILANCIA COLOMBIANA SEVICOL LIMITADA
10
<1%
-
-
SU OPORTUNO SERVICIO LTDA
10
<1%
-
-
POLLOS EL BUCANERO S.A
9
<1%
-
-
G4S SECURE SOLUTIONS COLOMBIA
7,370
89%
-
-
(Other)
L9
MISSING:
2,905
(26%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
L37
0.81
L38
0.81
L21
0.81
L8
0.80
L22
0.77
L11
0.73
L7
0.72
L12
0.71
L10
0.70
L13
0.68
L4
0.65
L6
0.65
L24
0.59
L25
0.58

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L23
0.36
Nombre_Banco
0.14
L34
0.11
Target
0.08
cuenta_nequi_declarada
0.08
Canal_Adquisicion
0.05
Medio_Mercadeo
0.04
Campaña_Mercadeo
0.03
L20
0.01
L32
0.00
MOST FREQUENT VALUES
908526.0
1,356
16.2%
0.0
1,186
14.1%
908527.0
94
1.1%
1000000.0
70
0.8%
1200000.0
60
0.7%
1300000.0
41
0.5%
1100000.0
40
0.5%
1500000.0
29
0.3%
1817052.0
27
0.3%
908550.0
23
0.3%
1800000.0
22
0.3%
908528.0
21
0.3%
2000000.0
19
0.2%
1400000.0
18
0.2%
909000.0
18
0.2%
SMALLEST VALUES
0.0
1,186
14.1%
2.0
1
<0.1%
30285.0
13
0.2%
33313.0
1
<0.1%
55000.0
1
<0.1%
57477.0
1
<0.1%
60569.0
3
<0.1%
60570.0
1
<0.1%
64354.0
1
<0.1%
72285.0
1
<0.1%
90853.0
3
<0.1%
90860.0
1
<0.1%
94639.0
1
<0.1%
121137.0
1
<0.1%
121139.0
1
<0.1%
LARGEST VALUES
70952000.0
1
<0.1%
51431200.0
1
<0.1%
46722000.0
1
<0.1%
40525000.0
1
<0.1%
33952300.0
1
<0.1%
31109900.0
1
<0.1%
30771800.0
1
<0.1%
26739600.0
1
<0.1%
25114600.0
1
<0.1%
23866200.0
1
<0.1%
22713200.0
1
<0.1%
21683200.0
1
<0.1%
21560500.0
1
<0.1%
19642000.0
1
<0.1%
16382000.0
1
<0.1%
SOC27
MISSING:
57
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SOC23
0.84
SOC26
0.78
SOC19
0.77
SOC10
0.74
SOC3
0.74
SOC15
0.74
SOC25
0.67
SOC24
0.66
SOC16
0.65
SOC17
0.63
SOC18
0.55
SOC20
0.52
SOC6
0.51
SOC2
0.46

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Nombre_Banco
0.22
L34
0.18
Target
0.13
cuenta_nequi_declarada
0.10
L23
0.08
Canal_Adquisicion
0.06
Medio_Mercadeo
0.06
Campaña_Mercadeo
0.05
L20
0.01
L32
0.00
MOST FREQUENT VALUES
7.0
798
7.1%
8.0
798
7.1%
9.0
753
6.7%
6.0
719
6.4%
11.0
713
6.3%
10.0
703
6.3%
5.0
655
5.8%
12.0
612
5.4%
4.0
607
5.4%
13.0
591
5.3%
14.0
521
4.6%
3.0
445
4.0%
15.0
436
3.9%
16.0
410
3.6%
2.0
357
3.2%
SMALLEST VALUES
0.0
110
1.0%
1.0
193
1.7%
2.0
357
3.2%
3.0
445
4.0%
4.0
607
5.4%
5.0
655
5.8%
6.0
719
6.4%
7.0
798
7.1%
8.0
798
7.1%
9.0
753
6.7%
10.0
703
6.3%
11.0
713
6.3%
12.0
612
5.4%
13.0
591
5.3%
14.0
521
4.6%
LARGEST VALUES
42.0
1
<0.1%
41.0
1
<0.1%
40.0
1
<0.1%
39.0
1
<0.1%
38.0
2
<0.1%
37.0
1
<0.1%
36.0
4
<0.1%
35.0
2
<0.1%
34.0
6
<0.1%
33.0
11
<0.1%
32.0
12
0.1%
31.0
16
0.1%
30.0
17
0.2%
29.0
24
0.2%
28.0
23
0.2%
L16
MISSING:
2,981
(26%)
187
2%
-
-
RODRIGUEZ
136
2%
-
-
GARCIA
125
2%
-
-
MARTINEZ
114
1%
-
-
GONZALEZ
104
1%
-
-
GOMEZ
102
1%
-
-
SANCHEZ
100
1%
-
-
HERNANDEZ
95
1%
-
-
PEREZ
90
1%
-
-
RAMIREZ
89
1%
-
-
LOPEZ
84
1%
-
-
TORRES
78
<1%
-
-
DIAZ
74
<1%
-
-
MORENO
67
<1%
-
-
ROJAS
66
<1%
-
-
JIMENEZ
62
<1%
-
-
GUTIERREZ
58
<1%
-
-
VARGAS
57
<1%
-
-
ORTIZ
54
<1%
-
-
HERRERA
52
<1%
-
-
ROMERO
50
<1%
-
-
CASTRO
48
<1%
-
-
RUIZ
43
<1%
-
-
MUÑOZ
42
<1%
-
-
GARZON
42
<1%
-
-
RIVERA
42
<1%
-
-
ARIAS
41
<1%
-
-
CASTILLO
40
<1%
-
-
ALVAREZ
40
<1%
-
-
SUAREZ
39
<1%
-
-
PARRA
39
<1%
-
-
MORALES
39
<1%
-
-
FLOREZ
38
<1%
-
-
MENDOZA
35
<1%
-
-
GIRALDO
34
<1%
-
-
RESTREPO
34
<1%
-
-
CARDENAS
33
<1%
-
-
GUERRERO
33
<1%
-
-
VASQUEZ
32
<1%
-
-
RINCON
30
<1%
-
-
QUINTERO
30
<1%
-
-
OROZCO
29
<1%
-
-
SALAZAR
29
<1%
-
-
CORTES
29
<1%
-
-
ZAPATA
28
<1%
-
-
CALDERON
27
<1%
-
-
VALENCIA
27
<1%
-
-
OSORIO
26
<1%
-
-
FERNANDEZ
26
<1%
-
-
REYES
26
<1%
-
-
ESCOBAR
26
<1%
-
-
CORREA
26
<1%
-
-
MOSQUERA
26
<1%
-
-
MEJIA
26
<1%
-
-
LOZANO
25
<1%
-
-
MENDEZ
25
<1%
-
-
CONTRERAS
25
<1%
-
-
CARDONA
25
<1%
-
-
ACOSTA
25
<1%
-
-
JARAMILLO
24
<1%
-
-
MORA
5,216
63%
-
-
(Other)
SOC3
MISSING:
57
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SOC10
1.00
SOC27
0.74
SOC2
0.69
SOC9
0.69
SOC26
0.68
SOC19
0.59
SOC23
0.58
SOC8
0.54
SOC15
0.54
SOC18
0.53
SOC16
0.47
SOC17
0.47
SOC25
0.46
SOC24
0.45

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Nombre_Banco
0.18
L34
0.14
Target
0.11
L23
0.09
cuenta_nequi_declarada
0.07
Canal_Adquisicion
0.06
Medio_Mercadeo
0.06
Campaña_Mercadeo
0.04
L20
0.04
L32
0.00
MOST FREQUENT VALUES
4.0
1,505
13.4%
5.0
1,458
13.0%
3.0
1,388
12.4%
6.0
1,228
10.9%
2.0
1,140
10.1%
7.0
1,066
9.5%
8.0
804
7.2%
1.0
660
5.9%
9.0
604
5.4%
10.0
427
3.8%
11.0
266
2.4%
0.0
199
1.8%
12.0
184
1.6%
13.0
103
0.9%
14.0
80
0.7%
SMALLEST VALUES
0.0
199
1.8%
1.0
660
5.9%
2.0
1,140
10.1%
3.0
1,388
12.4%
4.0
1,505
13.4%
5.0
1,458
13.0%
6.0
1,228
10.9%
7.0
1,066
9.5%
8.0
804
7.2%
9.0
604
5.4%
10.0
427
3.8%
11.0
266
2.4%
12.0
184
1.6%
13.0
103
0.9%
14.0
80
0.7%
LARGEST VALUES
24.0
1
<0.1%
22.0
1
<0.1%
20.0
5
<0.1%
19.0
4
<0.1%
18.0
20
0.2%
17.0
19
0.2%
16.0
26
0.2%
15.0
50
0.4%
14.0
80
0.7%
13.0
103
0.9%
12.0
184
1.6%
11.0
266
2.4%
10.0
427
3.8%
9.0
604
5.4%
8.0
804
7.2%
L30
MISSING:
3,536
(31%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
L28
0.58
L35
-0.38
L1
-0.38
L38
0.24
L37
0.24
L24
0.19
L3
0.17
L2
0.16
L36
0.13
L6
0.13
L5
0.13
L4
0.11
L7
0.11
L13
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L23
0.60
L20
0.39
L34
0.26
Nombre_Banco
0.15
Target
0.11
Canal_Adquisicion
0.07
cuenta_nequi_declarada
0.07
Medio_Mercadeo
0.04
Campaña_Mercadeo
0.04
L32
0.00
MOST FREQUENT VALUES
-2.0
2,212
28.5%
911.0
599
7.7%
907.0
322
4.2%
916.0
275
3.5%
877.0
260
3.4%
892.0
238
3.1%
893.0
141
1.8%
886.0
133
1.7%
898.0
128
1.6%
905.0
126
1.6%
901.0
122
1.6%
829.0
114
1.5%
915.0
105
1.4%
840.0
97
1.3%
904.0
78
1.0%
SMALLEST VALUES
-2.0
2,212
28.5%
512.0
2
<0.1%
524.0
8
0.1%
531.0
2
<0.1%
537.0
1
<0.1%
539.0
1
<0.1%
558.0
1
<0.1%
567.0
3
<0.1%
571.0
1
<0.1%
572.0
1
<0.1%
573.0
1
<0.1%
576.0
1
<0.1%
585.0
4
<0.1%
589.0
1
<0.1%
592.0
2
<0.1%
LARGEST VALUES
916.0
275
3.5%
915.0
105
1.4%
911.0
599
7.7%
907.0
322
4.2%
905.0
126
1.6%
904.0
78
1.0%
902.0
1
<0.1%
901.0
122
1.6%
900.0
6
<0.1%
898.0
128
1.6%
897.0
1
<0.1%
896.0
31
0.4%
895.0
2
<0.1%
893.0
141
1.8%
892.0
238
3.1%
SOC15
MISSING:
57
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SOC19
0.90
SOC16
0.89
SOC17
0.84
SOC27
0.74
SOC23
0.67
SOC18
0.65
SOC25
0.65
SOC20
0.64
SOC26
0.63
SOC10
0.54
SOC3
0.54
SOC6
0.51
SOC24
0.47
Edad
0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L34
0.23
Nombre_Banco
0.21
cuenta_nequi_declarada
0.11
Target
0.11
L23
0.10
Medio_Mercadeo
0.06
Campaña_Mercadeo
0.06
Canal_Adquisicion
0.05
L20
0.02
L32
0.00
MOST FREQUENT VALUES
3.0
1,608
14.3%
2.0
1,581
14.1%
4.0
1,446
12.9%
1.0
1,335
11.9%
5.0
1,294
11.5%
0.0
920
8.2%
6.0
918
8.2%
7.0
702
6.2%
8.0
556
4.9%
9.0
334
3.0%
10.0
216
1.9%
11.0
133
1.2%
12.0
85
0.8%
13.0
48
0.4%
14.0
23
0.2%
SMALLEST VALUES
0.0
920
8.2%
1.0
1,335
11.9%
2.0
1,581
14.1%
3.0
1,608
14.3%
4.0
1,446
12.9%
5.0
1,294
11.5%
6.0
918
8.2%
7.0
702
6.2%
8.0
556
4.9%
9.0
334
3.0%
10.0
216
1.9%
11.0
133
1.2%
12.0
85
0.8%
13.0
48
0.4%
14.0
23
0.2%
LARGEST VALUES
21.0
1
<0.1%
20.0
1
<0.1%
18.0
4
<0.1%
17.0
8
<0.1%
16.0
15
0.1%
15.0
10
<0.1%
14.0
23
0.2%
13.0
48
0.4%
12.0
85
0.8%
11.0
133
1.2%
10.0
216
1.9%
9.0
334
3.0%
8.0
556
4.9%
7.0
702
6.2%
6.0
918
8.2%
L27
MISSING:
2,981
(26%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
L2
0.79
L26
0.59
L25
0.58
L37
0.18
L38
0.18
L13
-0.14
L21
0.13
capital
0.09
L12
-0.08
L11
-0.07
L8
-0.05
L3
0.05
L36
0.04
L4
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L23
0.21
Canal_Adquisicion
0.08
Medio_Mercadeo
0.08
Campaña_Mercadeo
0.08
Nombre_Banco
0.02
L34
0.01
L20
0.01
cuenta_nequi_declarada
0.01
Target
0.00
L32
0.00
MOST FREQUENT VALUES
0.0
1,040
12.5%
2793.0
275
3.3%
8315.82
94
1.1%
3072.3
44
0.5%
0.0909091
29
0.3%
2792.91
26
0.3%
-0.0909091
25
0.3%
9090.91
15
0.2%
3413.67
13
0.2%
9147.4
11
0.1%
2793.09
10
0.1%
18181.8
10
0.1%
4545.45
10
0.1%
45454.5
9
0.1%
-0.1
8
<0.1%
SMALLEST VALUES
-4234110.0
1
<0.1%
-4152800.0
1
<0.1%
-1733590.0
1
<0.1%
-1700360.0
1
<0.1%
-1359740.0
1
<0.1%
-1247450.0
1
<0.1%
-1173330.0
1
<0.1%
-1050000.0
1
<0.1%
-1000380.0
1
<0.1%
-970376.0
1
<0.1%
-933376.0
1
<0.1%
-920917.0
1
<0.1%
-917698.0
1
<0.1%
-908526.0
1
<0.1%
-907261.0
1
<0.1%
LARGEST VALUES
21903600.0
1
<0.1%
3266670.0
1
<0.1%
2673830.0
1
<0.1%
2546220.0
1
<0.1%
2494360.0
1
<0.1%
2357500.0
1
<0.1%
2267030.0
1
<0.1%
1756480.0
1
<0.1%
1626920.0
1
<0.1%
1357600.0
1
<0.1%
1320000.0
1
<0.1%
1300000.0
1
<0.1%
1265020.0
1
<0.1%
1225390.0
1
<0.1%
1195670.0
1
<0.1%
Edad
MISSING:
61
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SOC20
0.71
SOC6
0.47
SOC16
0.44
SOC15
0.43
SOC19
0.42
SOC28
0.39
SOC27
0.36
SOC26
0.31
SOC23
0.31
SOC17
0.29
SOC18
0.29
SOC21
0.27
SOC5
0.26
SOC24
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L34
0.40
Nombre_Banco
0.17
cuenta_nequi_declarada
0.14
Medio_Mercadeo
0.13
Canal_Adquisicion
0.12
Campaña_Mercadeo
0.11
L23
0.10
L20
0.07
Target
0.02
L32
0.00
MOST FREQUENT VALUES
33.0
507
4.5%
31.0
495
4.4%
29.0
482
4.3%
35.0
452
4.0%
28.0
444
4.0%
32.0
443
3.9%
30.0
440
3.9%
36.0
435
3.9%
27.0
432
3.8%
37.0
402
3.6%
26.0
401
3.6%
34.0
400
3.6%
38.0
393
3.5%
25.0
384
3.4%
23.0
367
3.3%
SMALLEST VALUES
18.0
2
<0.1%
19.0
56
0.5%
20.0
126
1.1%
21.0
275
2.4%
22.0
307
2.7%
23.0
367
3.3%
24.0
361
3.2%
25.0
384
3.4%
26.0
401
3.6%
27.0
432
3.8%
28.0
444
4.0%
29.0
482
4.3%
30.0
440
3.9%
31.0
495
4.4%
32.0
443
3.9%
LARGEST VALUES
78.0
1
<0.1%
75.0
3
<0.1%
73.0
3
<0.1%
72.0
1
<0.1%
71.0
2
<0.1%
70.0
4
<0.1%
69.0
5
<0.1%
68.0
4
<0.1%
67.0
12
0.1%
66.0
9
<0.1%
65.0
8
<0.1%
64.0
24
0.2%
63.0
32
0.3%
62.0
33
0.3%
61.0
37
0.3%
L23
MISSING:
2,981
(26%)
TOP CATEGORIES
Target
Creciente
5,157
62%
2,142
42%
Decreciente
2,117
25%
949
45%
Estable
1,040
13%
481
46%
ALL
8,314
100%
5,122
45%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
L23
PROVIDES INFORMATION ON...
L32
1.00
L20
0.13
L34
0.11
Nombre_Banco
0.01
cuenta_nequi_declarada
0.01
Target
0.01
Canal_Adquisicion
0.00
Campaña_Mercadeo
0.00
Medio_Mercadeo
0.00

THESE FEATURES
GIVE INFORMATION
ON L23:
L34
0.08
L20
0.04
Nombre_Banco
0.02
Canal_Adquisicion
0.00
cuenta_nequi_declarada
0.00
Target
0.00
Medio_Mercadeo
0.00
Campaña_Mercadeo
0.00
L32
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L23
CORRELATION RATIO WITH...
L18
0.88
L36
0.80
L28
0.72
L35
0.67
L1
0.65
L30
0.60
L24
0.56
L22
0.52
L21
0.52
L5
0.49
L6
0.48
L3
0.46
L4
0.46
L7
0.45
SOC21
MISSING:
57
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SOC22
0.69
SOC20
0.36
Edad
0.27
SOC29
0.22
SOC30
0.22
SOC6
0.17
SOC7
0.17
SOC10
-0.15
SOC3
-0.15
SOC28
0.13
capital
0.11
SOC2
-0.10
SOC9
-0.10
SOC14
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L34
0.14
Nombre_Banco
0.08
L23
0.06
Canal_Adquisicion
0.06
Medio_Mercadeo
0.05
Campaña_Mercadeo
0.04
L20
0.04
Target
0.03
cuenta_nequi_declarada
0.01
L32
0.00
MOST FREQUENT VALUES
0.0
920
8.2%
141.0
18
0.2%
158.0
18
0.2%
101.0
17
0.2%
137.0
17
0.2%
112.0
16
0.1%
219.0
15
0.1%
78.0
15
0.1%
826.0
15
0.1%
67.0
14
0.1%
97.0
14
0.1%
131.0
14
0.1%
69.0
14
0.1%
68.0
13
0.1%
169.0
13
0.1%
SMALLEST VALUES
0.0
920
8.2%
37.0
2
<0.1%
38.0
1
<0.1%
40.0
2
<0.1%
41.0
1
<0.1%
42.0
2
<0.1%
43.0
1
<0.1%
44.0
6
<0.1%
45.0
7
<0.1%
46.0
3
<0.1%
48.0
1
<0.1%
49.0
5
<0.1%
50.0
7
<0.1%
51.0
6
<0.1%
52.0
4
<0.1%
LARGEST VALUES
11129.0
1
<0.1%
8848.0
1
<0.1%
8221.0
1
<0.1%
7962.0
1
<0.1%
7734.0
1
<0.1%
7656.0
1
<0.1%
7635.0
1
<0.1%
7583.0
1
<0.1%
7368.0
1
<0.1%
7139.0
1
<0.1%
6830.0
1
<0.1%
6590.0
1
<0.1%
6502.0
1
<0.1%
6472.0
1
<0.1%
6239.0
1
<0.1%